Pandas Profiling Report

Dataset statistics

Number of variables	42
Number of observations	199523
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	3229
Duplicate rows (%)	1.6%
Total size in memory	413.3 MiB
Average record size in memory	2.1 KiB

Variable types

CAT	32
NUM	10

Warnings

Dataset has 3229 (1.6%) duplicate rows	Duplicates
`state_of_previous_residence` has a high cardinality: 51 distinct values	High cardinality
`state_of_previous_residence` is highly correlated with `region_of_previous_residence`	High correlation
`region_of_previous_residence` is highly correlated with `state_of_previous_residence`	High correlation
`detailed_household_summary_in_household` is highly correlated with `detailed_household_and_family_stat`	High correlation
`detailed_household_and_family_stat` is highly correlated with `detailed_household_summary_in_household`	High correlation
`live_in_this_house_1_year_ago` is highly correlated with `migration_code-change_in_msa` and 4 other fields	High correlation
`migration_code-change_in_msa` is highly correlated with `live_in_this_house_1_year_ago` and 1 other fields	High correlation
`migration_code-change_in_reg` is highly correlated with `live_in_this_house_1_year_ago` and 1 other fields	High correlation
`migration_code-move_within_reg` is highly correlated with `live_in_this_house_1_year_ago` and 1 other fields	High correlation
`migration_prev_res_in_sunbelt` is highly correlated with `live_in_this_house_1_year_ago` and 1 other fields	High correlation
`year` is highly correlated with `migration_code-change_in_msa` and 4 other fields	High correlation
`dividends_from_stocks` is highly skewed (γ1 = 27.78650179)	Skewed
`age` has 2839 (1.4%) zeros	Zeros
`detailed_industry_recode` has 100684 (50.5%) zeros	Zeros
`detailed_occupation_recode` has 100684 (50.5%) zeros	Zeros
`wage_per_hour` has 188219 (94.3%) zeros	Zeros
`capital_gains` has 192144 (96.3%) zeros	Zeros
`capital_losses` has 195617 (98.0%) zeros	Zeros
`dividends_from_stocks` has 178382 (89.4%) zeros	Zeros
`num_persons_worked_for_employer` has 95983 (48.1%) zeros	Zeros
`weeks_worked_in_year` has 95983 (48.1%) zeros	Zeros

Reproduction

Analysis started	2020-11-13 10:21:46.997330
Analysis finished	2020-11-13 10:23:59.947266
Duration	2 minutes and 12.95 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

age
Real number (ℝ_≥0)

ZEROS

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	34.49419866
Minimum	0
Maximum	90
Zeros	2839
Zeros (%)	1.4%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	33
Q3	50
95-th percentile	75
Maximum	90
Range	90
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.31089521
Coefficient of variation (CV)	0.6468013774
Kurtosis	-0.7328243009
Mean	34.49419866
Median Absolute Deviation (MAD)	17
Skewness	0.3732904573
Sum	6882386
Variance	497.7760449
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	3489	1.7%
35	3450	1.7%
36	3353	1.7%
31	3351	1.7%
33	3340	1.7%
5	3332	1.7%
4	3318	1.7%
3	3279	1.6%
37	3278	1.6%
38	3277	1.6%
2	3236	1.6%
7	3218	1.6%
30	3203	1.6%
32	3188	1.6%
8	3187	1.6%
6	3171	1.6%
9	3162	1.6%
13	3152	1.6%
39	3144	1.6%
1	3138	1.6%
41	3134	1.6%
10	3134	1.6%
11	3128	1.6%
40	3114	1.6%
14	3068	1.5%
Other values (66)	118679	59.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2839	1.4%
1	3138	1.6%
2	3236	1.6%
3	3279	1.6%
4	3318	1.7%
5	3332	1.7%
6	3171	1.6%
7	3218	1.6%
8	3187	1.6%
9	3162	1.6%

Value	Count	Frequency (%)
90	725	0.4%
89	195	0.1%
88	241	0.1%
87	301	0.2%
86	348	0.2%
85	423	0.2%
84	519	0.3%
83	561	0.3%
82	615	0.3%
81	720	0.4%

class_of_worker
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	100245
Private	72028
Self-employed-not incorporated	8445
Local government	7784
State government	4227
Other values (4)	6794

Value	Count	Frequency (%)
Not in universe	100245	50.2%
Private	72028	36.1%
Self-employed-not incorporated	8445	4.2%
Local government	7784	3.9%
State government	4227	2.1%
Self-employed-incorporated	3265	1.6%
Federal government	2925	1.5%
Never worked	439	0.2%
Without pay	165	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	30
Median length	15
Mean length	13.02115546
Min length	7

Overview of Unicode Properties

Unique unicode characters	29
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	360624	13.9%
i	284393	10.9%
n	250517	9.6%
	224475	8.6%
t	216148	8.3%
r	214432	8.3%
v	187648	7.2%
o	167144	6.4%
N	100684	3.9%
u	100410	3.9%
s	100245	3.9%
a	98839	3.8%
P	72028	2.8%
l	34129	1.3%
d	26784	1.0%
m	26646	1.0%
p	23585	0.9%
-	23420	0.9%
c	19494	0.8%
S	15937	0.6%
g	14936	0.6%
y	11875	0.5%
f	11710	0.5%
L	7784	0.3%
F	2925	0.1%
Other values (4)	1208	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2150602	82.8%
Space Separator	224475	8.6%
Uppercase Letter	199523	7.7%
Dash Punctuation	23420	0.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	100684	50.5%
P	72028	36.1%
S	15937	8.0%
L	7784	3.9%
F	2925	1.5%
W	165	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	360624	16.8%
i	284393	13.2%
n	250517	11.6%
t	216148	10.1%
r	214432	10.0%
v	187648	8.7%
o	167144	7.8%
u	100410	4.7%
s	100245	4.7%
a	98839	4.6%
l	34129	1.6%
d	26784	1.2%
m	26646	1.2%
p	23585	1.1%
c	19494	0.9%
g	14936	0.7%
y	11875	0.6%
f	11710	0.5%
w	439	< 0.1%
k	439	< 0.1%
h	165	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	224475	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	23420	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2350125	90.5%
Common	247895	9.5%

Most frequent Latin characters

Value	Count	Frequency (%)
e	360624	15.3%
i	284393	12.1%
n	250517	10.7%
t	216148	9.2%
r	214432	9.1%
v	187648	8.0%
o	167144	7.1%
N	100684	4.3%
u	100410	4.3%
s	100245	4.3%
a	98839	4.2%
P	72028	3.1%
l	34129	1.5%
d	26784	1.1%
m	26646	1.1%
p	23585	1.0%
c	19494	0.8%
S	15937	0.7%
g	14936	0.6%
y	11875	0.5%
f	11710	0.5%
L	7784	0.3%
F	2925	0.1%
w	439	< 0.1%
k	439	< 0.1%
Other values (2)	330	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	224475	90.6%
-	23420	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2598020	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	360624	13.9%
i	284393	10.9%
n	250517	9.6%
	224475	8.6%
t	216148	8.3%
r	214432	8.3%
v	187648	7.2%
o	167144	6.4%
N	100684	3.9%
u	100410	3.9%
s	100245	3.9%
a	98839	3.8%
P	72028	2.8%
l	34129	1.3%
d	26784	1.0%
m	26646	1.0%
p	23585	0.9%
-	23420	0.9%
c	19494	0.8%
S	15937	0.6%
g	14936	0.6%
y	11875	0.5%
f	11710	0.5%
L	7784	0.3%
F	2925	0.1%
Other values (4)	1208	< 0.1%

detailed_industry_recode
Real number (ℝ_≥0)

ZEROS

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	15.35232028
Minimum	0
Maximum	51
Zeros	100684
Zeros (%)	50.5%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	33
95-th percentile	44
Maximum	51
Range	51
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.0671288
Coefficient of variation (CV)	1.17683376
Kurtosis	-1.501107921
Mean	15.35232028
Median Absolute Deviation (MAD)	0
Skewness	0.5166876791
Sum	3063141
Variance	326.421143
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	100684	50.5%
33	17070	8.6%
43	8283	4.2%
4	5984	3.0%
42	4683	2.3%
45	4482	2.2%
29	4209	2.1%
37	4022	2.0%
41	3964	2.0%
32	3596	1.8%
35	3380	1.7%
39	2937	1.5%
34	2765	1.4%
44	2549	1.3%
2	2196	1.1%
11	1764	0.9%
50	1704	0.9%
40	1651	0.8%
47	1644	0.8%
38	1629	0.8%
24	1503	0.8%
12	1350	0.7%
19	1346	0.7%
30	1181	0.6%
31	1178	0.6%
Other values (27)	13769	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	100684	50.5%
1	827	0.4%
2	2196	1.1%
3	563	0.3%
4	5984	3.0%
5	553	0.3%
6	554	0.3%
7	422	0.2%
8	550	0.3%
9	993	0.5%

Value	Count	Frequency (%)
51	36	< 0.1%
50	1704	0.9%
49	610	0.3%
48	652	0.3%
47	1644	0.8%
46	187	0.1%
45	4482	2.2%
44	2549	1.3%
43	8283	4.2%
42	4683	2.3%

detailed_occupation_recode
Real number (ℝ_≥0)

ZEROS

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.30655614
Minimum	0
Maximum	46
Zeros	100684
Zeros (%)	50.5%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26
95-th percentile	38
Maximum	46
Range	46
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.45420392
Coefficient of variation (CV)	1.278391381
Kurtosis	-0.8965333655
Mean	11.30655614
Median Absolute Deviation (MAD)	0
Skewness	0.829238138
Sum	2255918
Variance	208.9240109
Monotocity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	100684	50.5%
2	8756	4.4%
26	7887	4.0%
19	5413	2.7%
29	5105	2.6%
36	4145	2.1%
34	4025	2.0%
10	3683	1.8%
16	3445	1.7%
23	3392	1.7%
12	3340	1.7%
33	3325	1.7%
3	3195	1.6%
35	3168	1.6%
38	3003	1.5%
31	2699	1.4%
32	2398	1.2%
37	2234	1.1%
8	2151	1.1%
42	1918	1.0%
30	1897	1.0%
24	1847	0.9%
17	1771	0.9%
28	1661	0.8%
44	1592	0.8%
Other values (22)	16789	8.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	100684	50.5%
1	544	0.3%
2	8756	4.4%
3	3195	1.6%
4	1364	0.7%
5	855	0.4%
6	441	0.2%
7	731	0.4%
8	2151	1.1%
9	738	0.4%

Value	Count	Frequency (%)
46	36	< 0.1%
45	172	0.1%
44	1592	0.8%
43	1382	0.7%
42	1918	1.0%
41	1592	0.8%
40	617	0.3%
39	1017	0.5%
38	3003	1.5%
37	2234	1.1%

education
Categorical

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

High school graduate	48407
Children	47422
Some college but no degree	27820
Bachelors degree(BA AB BS)	19865
7th and 8th grade	8007
Other values (12)	48002

Common Values
Overview

Value	Count	Frequency (%)
High school graduate	48407	24.3%
Children	47422	23.8%
Some college but no degree	27820	13.9%
Bachelors degree(BA AB BS)	19865	10.0%
7th and 8th grade	8007	4.0%
10th grade	7557	3.8%
11th grade	6876	3.4%
Masters degree(MA MS MEng MEd MSW MBA)	6541	3.3%
9th grade	6230	3.1%
Associates degree-occup /vocational	5358	2.7%
Associates degree-academic program	4363	2.2%
5th or 6th grade	3277	1.6%
12th grade no diploma	2126	1.1%
1st 2nd 3rd or 4th grade	1799	0.9%
Prof school degree (MD DDS DVM LLB JD)	1793	0.9%
Doctorate degree(PhD EdD)	1263	0.6%
Less than 1st grade	819	0.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	38
Median length	20
Mean length	18.86398561
Min length	8

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	459561	12.2%
	413799	11.0%
o	247530	6.6%
r	244586	6.5%
g	239232	6.4%
d	225421	6.0%
h	215132	5.7%
a	205652	5.5%
l	180611	4.8%
t	150966	4.0%
c	133669	3.6%
i	117397	3.1%
s	116566	3.1%
n	99892	2.7%
B	87794	2.3%
u	81585	2.2%
S	62560	1.7%
A	62533	1.7%
M	49373	1.3%
H	48407	1.3%
C	47422	1.3%
m	38672	1.0%
(	29462	0.8%
)	29462	0.8%
b	27820	0.7%
Other values (22)	148695	4.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2803290	74.5%
Space Separator	413799	11.0%
Uppercase Letter	402776	10.7%
Decimal Number	69931	1.9%
Open Punctuation	29462	0.8%
Close Punctuation	29462	0.8%
Dash Punctuation	9721	0.3%
Other Punctuation	5358	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
B	87794	21.8%
S	62560	15.5%
A	62533	15.5%
M	49373	12.3%
H	48407	12.0%
C	47422	11.8%
E	14345	3.6%
D	12754	3.2%
W	6541	1.6%
L	4405	1.1%
P	3056	0.8%
V	1793	0.4%
J	1793	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	459561	16.4%
o	247530	8.8%
r	244586	8.7%
g	239232	8.5%
d	225421	8.0%
h	215132	7.7%
a	205652	7.3%
l	180611	6.4%
t	150966	5.4%
c	133669	4.8%
i	117397	4.2%
s	116566	4.2%
n	99892	3.6%
u	81585	2.9%
m	38672	1.4%
b	27820	1.0%
p	11847	0.4%
v	5358	0.2%
f	1793	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	413799	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	26053	37.3%
7	8007	11.4%
8	8007	11.4%
0	7557	10.8%
9	6230	8.9%
2	3925	5.6%
5	3277	4.7%
6	3277	4.7%
3	1799	2.6%
4	1799	2.6%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	29462	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	29462	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	9721	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	5358	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3206066	85.2%
Common	557733	14.8%

Most frequent Latin characters

Value	Count	Frequency (%)
e	459561	14.3%
o	247530	7.7%
r	244586	7.6%
g	239232	7.5%
d	225421	7.0%
h	215132	6.7%
a	205652	6.4%
l	180611	5.6%
t	150966	4.7%
c	133669	4.2%
i	117397	3.7%
s	116566	3.6%
n	99892	3.1%
B	87794	2.7%
u	81585	2.5%
S	62560	2.0%
A	62533	2.0%
M	49373	1.5%
H	48407	1.5%
C	47422	1.5%
m	38672	1.2%
b	27820	0.9%
E	14345	0.4%
D	12754	0.4%
p	11847	0.4%
Other values (7)	24739	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	413799	74.2%
(	29462	5.3%
)	29462	5.3%
1	26053	4.7%
-	9721	1.7%
7	8007	1.4%
8	8007	1.4%
0	7557	1.4%
9	6230	1.1%
/	5358	1.0%
2	3925	0.7%
5	3277	0.6%
6	3277	0.6%
3	1799	0.3%
4	1799	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3763799	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	459561	12.2%
	413799	11.0%
o	247530	6.6%
r	244586	6.5%
g	239232	6.4%
d	225421	6.0%
h	215132	5.7%
a	205652	5.5%
l	180611	4.8%
t	150966	4.0%
c	133669	3.6%
i	117397	3.1%
s	116566	3.1%
n	99892	2.7%
B	87794	2.3%
u	81585	2.2%
S	62560	1.7%
A	62533	1.7%
M	49373	1.3%
H	48407	1.3%
C	47422	1.3%
m	38672	1.0%
(	29462	0.8%
)	29462	0.8%
b	27820	0.7%
Other values (22)	148695	4.0%

wage_per_hour
Real number (ℝ_≥0)

ZEROS

Distinct	1240
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	55.42690818
Minimum	0
Maximum	9999
Zeros	188219
Zeros (%)	94.3%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	495
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	274.8964539
Coefficient of variation (CV)	4.959620931
Kurtosis	155.2188969
Mean	55.42690818
Median Absolute Deviation (MAD)	0
Skewness	8.935096531
Sum	11058943
Variance	75568.06037
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	188219	94.3%
500	734	0.4%
600	546	0.3%
700	534	0.3%
800	507	0.3%
1000	386	0.2%
425	376	0.2%
900	336	0.2%
550	280	0.1%
1200	256	0.1%
1100	235	0.1%
650	229	0.1%
450	222	0.1%
1500	221	0.1%
750	202	0.1%
1300	198	0.1%
850	167	0.1%
525	147	0.1%
1600	136	0.1%
1400	132	0.1%
1800	127	0.1%
400	125	0.1%
1700	116	0.1%
2000	108	0.1%
475	105	0.1%
Other values (1215)	4879	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	188219	94.3%
20	1	< 0.1%
70	1	< 0.1%
75	2	< 0.1%
100	11	< 0.1%
110	1	< 0.1%
125	1	< 0.1%
135	1	< 0.1%
143	1	< 0.1%
150	6	< 0.1%

Value	Count	Frequency (%)
9999	1	< 0.1%
9916	1	< 0.1%
9800	2	< 0.1%
9400	2	< 0.1%
9000	1	< 0.1%
8800	1	< 0.1%
8600	1	< 0.1%
8500	1	< 0.1%
8300	1	< 0.1%
8000	4	< 0.1%

enroll_in_edu_inst_last_wk
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	186943
High school	6892
College or university	5688

Value	Count	Frequency (%)
Not in universe	186943	93.7%
High school	6892	3.5%
College or university	5688	2.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	21
Median length	15
Mean length	15.03287842
Min length	11

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	392154	13.1%
i	392154	13.1%
e	390950	13.0%
n	379574	12.7%
o	212103	7.1%
s	199523	6.7%
r	198319	6.6%
t	192631	6.4%
u	192631	6.4%
v	192631	6.4%
N	186943	6.2%
l	18268	0.6%
h	13784	0.5%
g	12580	0.4%
H	6892	0.2%
c	6892	0.2%
C	5688	0.2%
y	5688	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2407728	80.3%
Space Separator	392154	13.1%
Uppercase Letter	199523	6.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	186943	93.7%
H	6892	3.5%
C	5688	2.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	392154	16.3%
e	390950	16.2%
n	379574	15.8%
o	212103	8.8%
s	199523	8.3%
r	198319	8.2%
t	192631	8.0%
u	192631	8.0%
v	192631	8.0%
l	18268	0.8%
h	13784	0.6%
g	12580	0.5%
c	6892	0.3%
y	5688	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	392154	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2607251	86.9%
Common	392154	13.1%

Most frequent Latin characters

Value	Count	Frequency (%)
i	392154	15.0%
e	390950	15.0%
n	379574	14.6%
o	212103	8.1%
s	199523	7.7%
r	198319	7.6%
t	192631	7.4%
u	192631	7.4%
v	192631	7.4%
N	186943	7.2%
l	18268	0.7%
h	13784	0.5%
g	12580	0.5%
H	6892	0.3%
c	6892	0.3%
C	5688	0.2%
y	5688	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	392154	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2999405	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	392154	13.1%
i	392154	13.1%
e	390950	13.0%
n	379574	12.7%
o	212103	7.1%
s	199523	6.7%
r	198319	6.6%
t	192631	6.4%
u	192631	6.4%
v	192631	6.4%
N	186943	6.2%
l	18268	0.6%
h	13784	0.5%
g	12580	0.4%
H	6892	0.2%
c	6892	0.2%
C	5688	0.2%
y	5688	0.2%

marital_stat
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Never married	86485
Married-civilian spouse present	84222
Divorced	12710
Widowed	10463
Separated	3460
Other values (2)	2183

Value	Count	Frequency (%)
Never married	86485	43.3%
Married-civilian spouse present	84222	42.2%
Divorced	12710	6.4%
Widowed	10463	5.2%
Separated	3460	1.7%
Married-spouse absent	1518	0.8%
Married-A F spouse present	665	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	31
Median length	13
Mean length	19.99977947
Min length	7

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	633650	15.9%
r	533322	13.4%
i	448729	11.2%
a	265550	6.7%
s	259215	6.5%
	258442	6.5%
d	209986	5.3%
v	183417	4.6%
p	174752	4.4%
n	170627	4.3%
o	109578	2.7%
c	96932	2.4%
t	89865	2.3%
N	86485	2.2%
m	86485	2.2%
M	86405	2.2%
-	86405	2.2%
u	86405	2.2%
l	84222	2.1%
D	12710	0.3%
W	10463	0.3%
w	10463	0.3%
S	3460	0.1%
b	1518	< 0.1%
A	665	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3444716	86.3%
Space Separator	258442	6.5%
Uppercase Letter	200853	5.0%
Dash Punctuation	86405	2.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	86485	43.1%
M	86405	43.0%
D	12710	6.3%
W	10463	5.2%
S	3460	1.7%
A	665	0.3%
F	665	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	633650	18.4%
r	533322	15.5%
i	448729	13.0%
a	265550	7.7%
s	259215	7.5%
d	209986	6.1%
v	183417	5.3%
p	174752	5.1%
n	170627	5.0%
o	109578	3.2%
c	96932	2.8%
t	89865	2.6%
m	86485	2.5%
u	86405	2.5%
l	84222	2.4%
w	10463	0.3%
b	1518	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	258442	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	86405	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3645569	91.4%
Common	344847	8.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	633650	17.4%
r	533322	14.6%
i	448729	12.3%
a	265550	7.3%
s	259215	7.1%
d	209986	5.8%
v	183417	5.0%
p	174752	4.8%
n	170627	4.7%
o	109578	3.0%
c	96932	2.7%
t	89865	2.5%
N	86485	2.4%
m	86485	2.4%
M	86405	2.4%
u	86405	2.4%
l	84222	2.3%
D	12710	0.3%
W	10463	0.3%
w	10463	0.3%
S	3460	0.1%
b	1518	< 0.1%
A	665	< 0.1%
F	665	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	258442	74.9%
-	86405	25.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3990416	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	633650	15.9%
r	533322	13.4%
i	448729	11.2%
a	265550	6.7%
s	259215	6.5%
	258442	6.5%
d	209986	5.3%
v	183417	4.6%
p	174752	4.4%
n	170627	4.3%
o	109578	2.7%
c	96932	2.4%
t	89865	2.3%
N	86485	2.2%
m	86485	2.2%
M	86405	2.2%
-	86405	2.2%
u	86405	2.2%
l	84222	2.1%
D	12710	0.3%
W	10463	0.3%
w	10463	0.3%
S	3460	0.1%
b	1518	< 0.1%
A	665	< 0.1%

major_industry_code
Categorical

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe or children	100684
Retail trade	17070
Manufacturing-durable goods	9015
Education	8283
Manufacturing-nondurable goods	6897
Other values (19)	57574

Common Values
Overview

Value	Count	Frequency (%)
Not in universe or children	100684	50.5%
Retail trade	17070	8.6%
Manufacturing-durable goods	9015	4.5%
Education	8283	4.2%
Manufacturing-nondurable goods	6897	3.5%
Finance insurance and real estate	6145	3.1%
Construction	5984	3.0%
Business and repair services	5651	2.8%
Medical except hospital	4683	2.3%
Public administration	4610	2.3%
Other professional services	4482	2.2%
Transportation	4209	2.1%
Hospital services	3964	2.0%
Wholesale trade	3596	1.8%
Agriculture	3023	1.5%
Personal services except private HH	2937	1.5%
Social services	2549	1.3%
Entertainment	1651	0.8%
Communications	1181	0.6%
Utilities and sanitary services	1178	0.6%
Private household services	945	0.5%
Mining	563	0.3%
Forestry and fisheries	187	0.1%
Armed Forces	36	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	35
Median length	27
Mean length	23.39614982
Min length	6

Overview of Unicode Properties

Unique unicode characters	38
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	527882	11.3%
e	493118	10.6%
i	454739	9.7%
n	445989	9.6%
r	444143	9.5%
o	304536	6.5%
t	242020	5.2%
s	233277	5.0%
a	190749	4.1%
c	188561	4.0%
u	187265	4.0%
d	184892	4.0%
l	180057	3.9%
v	126272	2.7%
h	115522	2.5%
N	100684	2.2%
g	35410	0.8%
p	33546	0.7%
M	21158	0.5%
f	20581	0.4%
b	20522	0.4%
R	17070	0.4%
-	15912	0.3%
E	9934	0.2%
H	9838	0.2%
Other values (13)	64393	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3918843	83.9%
Space Separator	527882	11.3%
Uppercase Letter	205433	4.4%
Dash Punctuation	15912	0.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	100684	49.0%
M	21158	10.3%
R	17070	8.3%
E	9934	4.8%
H	9838	4.8%
P	8492	4.1%
C	7165	3.5%
F	6368	3.1%
B	5651	2.8%
O	4482	2.2%
T	4209	2.0%
W	3596	1.8%
A	3059	1.5%
S	2549	1.2%
U	1178	0.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	493118	12.6%
i	454739	11.6%
n	445989	11.4%
r	444143	11.3%
o	304536	7.8%
t	242020	6.2%
s	233277	6.0%
a	190749	4.9%
c	188561	4.8%
u	187265	4.8%
d	184892	4.7%
l	180057	4.6%
v	126272	3.2%
h	115522	2.9%
g	35410	0.9%
p	33546	0.9%
f	20581	0.5%
b	20522	0.5%
m	8659	0.2%
x	7620	0.2%
y	1365	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	527882	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	15912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4124276	88.4%
Common	543794	11.6%

Most frequent Latin characters

Value	Count	Frequency (%)
e	493118	12.0%
i	454739	11.0%
n	445989	10.8%
r	444143	10.8%
o	304536	7.4%
t	242020	5.9%
s	233277	5.7%
a	190749	4.6%
c	188561	4.6%
u	187265	4.5%
d	184892	4.5%
l	180057	4.4%
v	126272	3.1%
h	115522	2.8%
N	100684	2.4%
g	35410	0.9%
p	33546	0.8%
M	21158	0.5%
f	20581	0.5%
b	20522	0.5%
R	17070	0.4%
E	9934	0.2%
H	9838	0.2%
m	8659	0.2%
P	8492	0.2%
Other values (11)	47242	1.1%

Most frequent Common characters

Value	Count	Frequency (%)
	527882	97.1%
-	15912	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4668070	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	527882	11.3%
e	493118	10.6%
i	454739	9.7%
n	445989	9.6%
r	444143	9.5%
o	304536	6.5%
t	242020	5.2%
s	233277	5.0%
a	190749	4.1%
c	188561	4.0%
u	187265	4.0%
d	184892	4.0%
l	180057	3.9%
v	126272	2.7%
h	115522	2.5%
N	100684	2.2%
g	35410	0.8%
p	33546	0.7%
M	21158	0.5%
f	20581	0.4%
b	20522	0.4%
R	17070	0.4%
-	15912	0.3%
E	9934	0.2%
H	9838	0.2%
Other values (13)	64393	1.4%

major_occupation_code
Categorical

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	100684
Adm support including clerical	14837
Professional specialty	13940
Executive admin and managerial	12495
Other service	12099
Other values (10)	45468

Common Values
Overview

Value	Count	Frequency (%)
Not in universe	100684	50.5%
Adm support including clerical	14837	7.4%
Professional specialty	13940	7.0%
Executive admin and managerial	12495	6.3%
Other service	12099	6.1%
Sales	11783	5.9%
Precision production craft & repair	10518	5.3%
Machine operators assmblrs & inspctrs	6379	3.2%
Handlers equip cleaners etc	4127	2.1%
Transportation and material moving	4020	2.0%
Farming forestry and fishing	3146	1.6%
Technicians and related support	3018	1.5%
Protective services	1661	0.8%
Private household services	780	0.4%
Armed Forces	36	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	37
Median length	15
Mean length	19.74349323
Min length	5

Overview of Unicode Properties

Unique unicode characters	34
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	423181	10.7%
i	414716	10.5%
e	410135	10.4%
n	359087	9.1%
r	299839	7.6%
s	260315	6.6%
t	217320	5.5%
o	209194	5.3%
a	201628	5.1%
u	161296	4.1%
c	145785	3.7%
v	134180	3.4%
l	119120	3.0%
N	100684	2.6%
p	91591	2.3%
d	83327	2.1%
m	57428	1.5%
g	37644	1.0%
f	30750	0.8%
P	26899	0.7%
h	26202	0.7%
y	17086	0.4%
&	16897	0.4%
A	14873	0.4%
E	12495	0.3%
Other values (9)	67609	1.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3299644	83.8%
Space Separator	423181	10.7%
Uppercase Letter	199559	5.1%
Other Punctuation	16897	0.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	100684	50.5%
P	26899	13.5%
A	14873	7.5%
E	12495	6.3%
O	12099	6.1%
S	11783	5.9%
T	7038	3.5%
M	6379	3.2%
H	4127	2.1%
F	3182	1.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	414716	12.6%
e	410135	12.4%
n	359087	10.9%
r	299839	9.1%
s	260315	7.9%
t	217320	6.6%
o	209194	6.3%
a	201628	6.1%
u	161296	4.9%
c	145785	4.4%
v	134180	4.1%
l	119120	3.6%
p	91591	2.8%
d	83327	2.5%
m	57428	1.7%
g	37644	1.1%
f	30750	0.9%
h	26202	0.8%
y	17086	0.5%
x	12495	0.4%
b	6379	0.2%
q	4127	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	423181	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
&	16897	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3499203	88.8%
Common	440078	11.2%

Most frequent Latin characters

Value	Count	Frequency (%)
i	414716	11.9%
e	410135	11.7%
n	359087	10.3%
r	299839	8.6%
s	260315	7.4%
t	217320	6.2%
o	209194	6.0%
a	201628	5.8%
u	161296	4.6%
c	145785	4.2%
v	134180	3.8%
l	119120	3.4%
N	100684	2.9%
p	91591	2.6%
d	83327	2.4%
m	57428	1.6%
g	37644	1.1%
f	30750	0.9%
P	26899	0.8%
h	26202	0.7%
y	17086	0.5%
A	14873	0.4%
E	12495	0.4%
x	12495	0.4%
O	12099	0.3%
Other values (7)	43015	1.2%

Most frequent Common characters

Value	Count	Frequency (%)
	423181	96.2%
&	16897	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3939281	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	423181	10.7%
i	414716	10.5%
e	410135	10.4%
n	359087	9.1%
r	299839	7.6%
s	260315	6.6%
t	217320	5.5%
o	209194	5.3%
a	201628	5.1%
u	161296	4.1%
c	145785	3.7%
v	134180	3.4%
l	119120	3.0%
N	100684	2.6%
p	91591	2.3%
d	83327	2.1%
m	57428	1.5%
g	37644	1.0%
f	30750	0.8%
P	26899	0.7%
h	26202	0.7%
y	17086	0.4%
&	16897	0.4%
A	14873	0.4%
E	12495	0.3%
Other values (9)	67609	1.7%

race
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

White	167365
Black	20415
Asian or Pacific Islander	5835
Other	3657
Amer Indian Aleut or Eskimo	2251

Value	Count	Frequency (%)
White	167365	83.9%
Black	20415	10.2%
Asian or Pacific Islander	5835	2.9%
Other	3657	1.8%
Amer Indian Aleut or Eskimo	2251	1.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	27
Median length	5
Mean length	5.833096936
Min length	5

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
i	189372	16.3%
e	181359	15.6%
t	173273	14.9%
h	171022	14.7%
W	167365	14.4%
a	40171	3.5%
c	32085	2.8%
l	28501	2.4%
	26509	2.3%
k	22666	1.9%
B	20415	1.8%
r	19829	1.7%
n	16172	1.4%
s	13921	1.2%
A	10337	0.9%
o	10337	0.9%
I	8086	0.7%
d	8086	0.7%
P	5835	0.5%
f	5835	0.5%
m	4502	0.4%
O	3657	0.3%
u	2251	0.2%
E	2251	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	919382	79.0%
Uppercase Letter	217946	18.7%
Space Separator	26509	2.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
W	167365	76.8%
B	20415	9.4%
A	10337	4.7%
I	8086	3.7%
P	5835	2.7%
O	3657	1.7%
E	2251	1.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	189372	20.6%
e	181359	19.7%
t	173273	18.8%
h	171022	18.6%
a	40171	4.4%
c	32085	3.5%
l	28501	3.1%
k	22666	2.5%
r	19829	2.2%
n	16172	1.8%
s	13921	1.5%
o	10337	1.1%
d	8086	0.9%
f	5835	0.6%
m	4502	0.5%
u	2251	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	26509	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1137328	97.7%
Common	26509	2.3%

Most frequent Latin characters

Value	Count	Frequency (%)
i	189372	16.7%
e	181359	15.9%
t	173273	15.2%
h	171022	15.0%
W	167365	14.7%
a	40171	3.5%
c	32085	2.8%
l	28501	2.5%
k	22666	2.0%
B	20415	1.8%
r	19829	1.7%
n	16172	1.4%
s	13921	1.2%
A	10337	0.9%
o	10337	0.9%
I	8086	0.7%
d	8086	0.7%
P	5835	0.5%
f	5835	0.5%
m	4502	0.4%
O	3657	0.3%
u	2251	0.2%
E	2251	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	26509	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1163837	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
i	189372	16.3%
e	181359	15.6%
t	173273	14.9%
h	171022	14.7%
W	167365	14.4%
a	40171	3.5%
c	32085	2.8%
l	28501	2.4%
	26509	2.3%
k	22666	1.9%
B	20415	1.8%
r	19829	1.7%
n	16172	1.4%
s	13921	1.2%
A	10337	0.9%
o	10337	0.9%
I	8086	0.7%
d	8086	0.7%
P	5835	0.5%
f	5835	0.5%
m	4502	0.4%
O	3657	0.3%
u	2251	0.2%
E	2251	0.2%

hispanic_origin
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

All other	171907
Mexican-American	8079
Mexican (Mexicano)	7234
Central or South American	3895
Puerto Rican	3313
Other values (5)	5095

Value	Count	Frequency (%)
All other	171907	86.2%
Mexican-American	8079	4.0%
Mexican (Mexicano)	7234	3.6%
Central or South American	3895	2.0%
Puerto Rican	3313	1.7%
Other Spanish	2485	1.2%
Cuban	1126	0.6%
NA	874	0.4%
Do not know	306	0.2%
Chicano	304	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	25
Median length	9
Mean length	9.968509896
Min length	2

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	347709	17.5%
e	216121	10.9%
r	197469	9.9%
	197236	9.9%
o	191466	9.6%
t	185801	9.3%
A	184755	9.3%
h	181076	9.1%
n	46256	2.3%
a	45644	2.3%
i	40623	2.0%
c	38138	1.9%
M	22547	1.1%
x	22547	1.1%
m	11974	0.6%
u	8334	0.4%
-	8079	0.4%
(	7234	0.4%
)	7234	0.4%
S	6380	0.3%
C	5325	0.3%
P	3313	0.2%
R	3313	0.2%
O	2485	0.1%
p	2485	0.1%
Other values (6)	5403	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1539866	77.4%
Uppercase Letter	229298	11.5%
Space Separator	197236	9.9%
Dash Punctuation	8079	0.4%
Open Punctuation	7234	0.4%
Close Punctuation	7234	0.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	184755	80.6%
M	22547	9.8%
S	6380	2.8%
C	5325	2.3%
P	3313	1.4%
R	3313	1.4%
O	2485	1.1%
N	874	0.4%
D	306	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	347709	22.6%
e	216121	14.0%
r	197469	12.8%
o	191466	12.4%
t	185801	12.1%
h	181076	11.8%
n	46256	3.0%
a	45644	3.0%
i	40623	2.6%
c	38138	2.5%
x	22547	1.5%
m	11974	0.8%
u	8334	0.5%
p	2485	0.2%
s	2485	0.2%
b	1126	0.1%
k	306	< 0.1%
w	306	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	197236	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	7234	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	7234	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	8079	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1769164	88.9%
Common	219783	11.1%

Most frequent Latin characters

Value	Count	Frequency (%)
l	347709	19.7%
e	216121	12.2%
r	197469	11.2%
o	191466	10.8%
t	185801	10.5%
A	184755	10.4%
h	181076	10.2%
n	46256	2.6%
a	45644	2.6%
i	40623	2.3%
c	38138	2.2%
M	22547	1.3%
x	22547	1.3%
m	11974	0.7%
u	8334	0.5%
S	6380	0.4%
C	5325	0.3%
P	3313	0.2%
R	3313	0.2%
O	2485	0.1%
p	2485	0.1%
s	2485	0.1%
b	1126	0.1%
N	874	< 0.1%
D	306	< 0.1%
Other values (2)	612	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	197236	89.7%
-	8079	3.7%
(	7234	3.3%
)	7234	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1988947	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	347709	17.5%
e	216121	10.9%
r	197469	9.9%
	197236	9.9%
o	191466	9.6%
t	185801	9.3%
A	184755	9.3%
h	181076	9.1%
n	46256	2.3%
a	45644	2.3%
i	40623	2.0%
c	38138	1.9%
M	22547	1.1%
x	22547	1.1%
m	11974	0.6%
u	8334	0.4%
-	8079	0.4%
(	7234	0.4%
)	7234	0.4%
S	6380	0.3%
C	5325	0.3%
P	3313	0.2%
R	3313	0.2%
O	2485	0.1%
p	2485	0.1%
Other values (6)	5403	0.3%

sex
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Female	103984
Male	95539

Value	Count	Frequency (%)
Female	103984	52.1%
Male	95539	47.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	5.042325947
Min length	4

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	303507	30.2%
a	199523	19.8%
l	199523	19.8%
F	103984	10.3%
m	103984	10.3%
M	95539	9.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	806537	80.2%
Uppercase Letter	199523	19.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	103984	52.1%
M	95539	47.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	303507	37.6%
a	199523	24.7%
l	199523	24.7%
m	103984	12.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1006060	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	303507	30.2%
a	199523	19.8%
l	199523	19.8%
F	103984	10.3%
m	103984	10.3%
M	95539	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1006060	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	303507	30.2%
a	199523	19.8%
l	199523	19.8%
F	103984	10.3%
m	103984	10.3%
M	95539	9.5%

member_of_a_labor_union
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	180459
No	16034
Yes	3030

Value	Count	Frequency (%)
Not in universe	180459	90.4%
No	16034	8.0%
Yes	3030	1.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	15
Mean length	13.77306376
Min length	2

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	363948	13.2%
	360918	13.1%
i	360918	13.1%
n	360918	13.1%
N	196493	7.2%
o	196493	7.2%
s	183489	6.7%
t	180459	6.6%
u	180459	6.6%
v	180459	6.6%
r	180459	6.6%
Y	3030	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2187602	79.6%
Space Separator	360918	13.1%
Uppercase Letter	199523	7.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	196493	98.5%
Y	3030	1.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	363948	16.6%
i	360918	16.5%
n	360918	16.5%
o	196493	9.0%
s	183489	8.4%
t	180459	8.2%
u	180459	8.2%
v	180459	8.2%
r	180459	8.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	360918	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2387125	86.9%
Common	360918	13.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	363948	15.2%
i	360918	15.1%
n	360918	15.1%
N	196493	8.2%
o	196493	8.2%
s	183489	7.7%
t	180459	7.6%
u	180459	7.6%
v	180459	7.6%
r	180459	7.6%
Y	3030	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	360918	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2748043	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	363948	13.2%
	360918	13.1%
i	360918	13.1%
n	360918	13.1%
N	196493	7.2%
o	196493	7.2%
s	183489	6.7%
t	180459	6.6%
u	180459	6.6%
v	180459	6.6%
r	180459	6.6%
Y	3030	0.1%

reason_for_unemployment
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	193453
Other job loser	2038
Re-entrant	2019
Job loser - on layoff	976
Job leaver	598

Value	Count	Frequency (%)
Not in universe	193453	97.0%
Other job loser	2038	1.0%
Re-entrant	2019	1.0%
Job loser - on layoff	976	0.5%
Job leaver	598	0.3%
New entrant	439	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	21
Median length	15
Mean length	14.9549676
Min length	10

Overview of Unicode Properties

Unique unicode characters	23
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	398070	13.3%
	395923	13.3%
n	392798	13.2%
i	386906	13.0%
o	202031	6.8%
r	201561	6.8%
t	200407	6.7%
s	196467	6.6%
v	194051	6.5%
N	193892	6.5%
u	193453	6.5%
l	4588	0.2%
a	4032	0.1%
b	3612	0.1%
-	2995	0.1%
O	2038	0.1%
h	2038	0.1%
j	2038	0.1%
R	2019	0.1%
f	1952	0.1%
J	1574	0.1%
y	976	< 0.1%
w	439	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2385419	79.9%
Space Separator	395923	13.3%
Uppercase Letter	199523	6.7%
Dash Punctuation	2995	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	193892	97.2%
O	2038	1.0%
R	2019	1.0%
J	1574	0.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	398070	16.7%
n	392798	16.5%
i	386906	16.2%
o	202031	8.5%
r	201561	8.4%
t	200407	8.4%
s	196467	8.2%
v	194051	8.1%
u	193453	8.1%
l	4588	0.2%
a	4032	0.2%
b	3612	0.2%
h	2038	0.1%
j	2038	0.1%
f	1952	0.1%
y	976	< 0.1%
w	439	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	395923	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	2995	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2584942	86.6%
Common	398918	13.4%

Most frequent Latin characters

Value	Count	Frequency (%)
e	398070	15.4%
n	392798	15.2%
i	386906	15.0%
o	202031	7.8%
r	201561	7.8%
t	200407	7.8%
s	196467	7.6%
v	194051	7.5%
N	193892	7.5%
u	193453	7.5%
l	4588	0.2%
a	4032	0.2%
b	3612	0.1%
O	2038	0.1%
h	2038	0.1%
j	2038	0.1%
R	2019	0.1%
f	1952	0.1%
J	1574	0.1%
y	976	< 0.1%
w	439	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	395923	99.2%
-	2995	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2983860	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	398070	13.3%
	395923	13.3%
n	392798	13.2%
i	386906	13.0%
o	202031	6.8%
r	201561	6.8%
t	200407	6.7%
s	196467	6.6%
v	194051	6.5%
N	193892	6.5%
u	193453	6.5%
l	4588	0.2%
a	4032	0.1%
b	3612	0.1%
-	2995	0.1%
O	2038	0.1%
h	2038	0.1%
j	2038	0.1%
R	2019	0.1%
f	1952	0.1%
J	1574	0.1%
y	976	< 0.1%
w	439	< 0.1%

full_or_part_time_employment_stat
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Children or Armed Forces	123769
Full-time schedules	40736
Not in labor force	26808
PT for non-econ reasons usually FT	3322
Unemployed full-time	2311
Other values (3)	2577

Value	Count	Frequency (%)
Children or Armed Forces	123769	62.0%
Full-time schedules	40736	20.4%
Not in labor force	26808	13.4%
PT for non-econ reasons usually FT	3322	1.7%
Unemployed full-time	2311	1.2%
PT for econ reasons usually PT	1209	0.6%
Unemployed part- time	843	0.4%
PT for econ reasons usually FT	525	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	34
Median length	24
Mean length	22.33263834
Min length	18

Overview of Unicode Properties

Unique unicode characters	27
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
r	559647	12.6%
e	539897	12.1%
	521744	11.7%
o	349606	7.8%
d	291428	6.5%
l	290673	6.5%
s	220409	4.9%
c	196369	4.4%
i	194467	4.4%
m	170813	3.8%
n	170487	3.8%
F	168352	3.8%
h	164505	3.7%
C	123769	2.8%
A	123769	2.8%
u	93895	2.1%
t	71541	1.6%
-	47212	1.1%
a	37763	0.8%
f	34175	0.8%
N	26808	0.6%
b	26808	0.6%
T	10112	0.2%
y	8210	0.2%
P	6265	0.1%
Other values (2)	7151	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3424690	76.9%
Space Separator	521744	11.7%
Uppercase Letter	462229	10.4%
Dash Punctuation	47212	1.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	168352	36.4%
C	123769	26.8%
A	123769	26.8%
N	26808	5.8%
T	10112	2.2%
P	6265	1.4%
U	3154	0.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	559647	16.3%
e	539897	15.8%
o	349606	10.2%
d	291428	8.5%
l	290673	8.5%
s	220409	6.4%
c	196369	5.7%
i	194467	5.7%
m	170813	5.0%
n	170487	5.0%
h	164505	4.8%
u	93895	2.7%
t	71541	2.1%
a	37763	1.1%
f	34175	1.0%
b	26808	0.8%
y	8210	0.2%
p	3997	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	521744	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	47212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3886919	87.2%
Common	568956	12.8%

Most frequent Latin characters

Value	Count	Frequency (%)
r	559647	14.4%
e	539897	13.9%
o	349606	9.0%
d	291428	7.5%
l	290673	7.5%
s	220409	5.7%
c	196369	5.1%
i	194467	5.0%
m	170813	4.4%
n	170487	4.4%
F	168352	4.3%
h	164505	4.2%
C	123769	3.2%
A	123769	3.2%
u	93895	2.4%
t	71541	1.8%
a	37763	1.0%
f	34175	0.9%
N	26808	0.7%
b	26808	0.7%
T	10112	0.3%
y	8210	0.2%
P	6265	0.2%
p	3997	0.1%
U	3154	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	521744	91.7%
-	47212	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4455875	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
r	559647	12.6%
e	539897	12.1%
	521744	11.7%
o	349606	7.8%
d	291428	6.5%
l	290673	6.5%
s	220409	4.9%
c	196369	4.4%
i	194467	4.4%
m	170813	3.8%
n	170487	3.8%
F	168352	3.8%
h	164505	3.7%
C	123769	2.8%
A	123769	2.8%
u	93895	2.1%
t	71541	1.6%
-	47212	1.1%
a	37763	0.8%
f	34175	0.8%
N	26808	0.6%
b	26808	0.6%
T	10112	0.2%
y	8210	0.2%
P	6265	0.1%
Other values (2)	7151	0.2%

capital_gains
Real number (ℝ_≥0)

ZEROS

Distinct	132
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	434.7189898
Minimum	0
Maximum	99999
Zeros	192144
Zeros (%)	96.3%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4697.53128
Coefficient of variation (CV)	10.8059031
Kurtosis	393.0628325
Mean	434.7189898
Median Absolute Deviation (MAD)	0
Skewness	18.99082234
Sum	86736437
Variance	22066800.12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	192144	96.3%
15024	788	0.4%
7688	609	0.3%
7298	582	0.3%
99999	390	0.2%
3103	237	0.1%
5178	207	0.1%
5013	158	0.1%
4386	151	0.1%
3325	121	0.1%
8614	118	0.1%
10520	98	< 0.1%
27828	94	< 0.1%
4650	93	< 0.1%
20051	91	< 0.1%
594	88	< 0.1%
4064	83	< 0.1%
2174	83	< 0.1%
1086	81	< 0.1%
14084	77	< 0.1%
1409	77	< 0.1%
13550	74	< 0.1%
2829	71	< 0.1%
10605	70	< 0.1%
9386	70	< 0.1%
Other values (107)	2868	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	192144	96.3%
114	11	< 0.1%
401	33	< 0.1%
594	88	< 0.1%
914	17	< 0.1%
991	59	< 0.1%
1055	69	< 0.1%
1086	81	< 0.1%
1090	2	< 0.1%
1111	4	< 0.1%

Value	Count	Frequency (%)
99999	390	0.2%
41310	2	< 0.1%
34095	11	< 0.1%
27828	94	< 0.1%
25236	23	< 0.1%
25124	18	< 0.1%
22040	2	< 0.1%
20051	91	< 0.1%
18481	14	< 0.1%
15831	16	< 0.1%

capital_losses
Real number (ℝ_≥0)

ZEROS

Distinct	113
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.31378839
Minimum	0
Maximum	4608
Zeros	195617
Zeros (%)	98.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4608
Range	4608
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	271.8964284
Coefficient of variation (CV)	7.286754847
Kurtosis	61.63293305
Mean	37.31378839
Median Absolute Deviation (MAD)	0
Skewness	7.6325647
Sum	7444959
Variance	73927.66776
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	195617	98.0%
1902	407	0.2%
1977	381	0.2%
1887	364	0.2%
1602	193	0.1%
2415	122	0.1%
1485	95	< 0.1%
1848	88	< 0.1%
1876	87	< 0.1%
1672	85	< 0.1%
1590	84	< 0.1%
1740	72	< 0.1%
2339	61	< 0.1%
1564	60	< 0.1%
1980	59	< 0.1%
1741	58	< 0.1%
1408	56	< 0.1%
1719	56	< 0.1%
2001	56	< 0.1%
2258	56	< 0.1%
1669	55	< 0.1%
1974	51	< 0.1%
2002	51	< 0.1%
2377	48	< 0.1%
2205	46	< 0.1%
Other values (88)	1215	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	195617	98.0%
155	1	< 0.1%
213	10	< 0.1%
323	10	< 0.1%
419	29	< 0.1%
625	25	< 0.1%
653	7	< 0.1%
772	5	< 0.1%
810	5	< 0.1%
880	9	< 0.1%

Value	Count	Frequency (%)
4608	4	< 0.1%
4356	30	< 0.1%
3900	2	< 0.1%
3770	5	< 0.1%
3683	4	< 0.1%
3500	10	< 0.1%
3175	8	< 0.1%
3004	11	< 0.1%
2824	27	< 0.1%
2788	7	< 0.1%

dividends_from_stocks
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	1478
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	197.5295329
Minimum	0
Maximum	99999
Zeros	178382
Zeros (%)	89.4%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	400
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1984.163658
Coefficient of variation (CV)	10.04489622
Kurtosis	1090.563754
Mean	197.5295329
Median Absolute Deviation (MAD)	0
Skewness	27.78650179
Sum	39411685
Variance	3936905.423
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178382	89.4%
100	1148	0.6%
500	1030	0.5%
1000	894	0.4%
200	866	0.4%
50	832	0.4%
2000	574	0.3%
250	555	0.3%
150	549	0.3%
300	523	0.3%
1	472	0.2%
400	409	0.2%
1500	380	0.2%
2500	372	0.2%
25	360	0.2%
5000	304	0.2%
3000	292	0.1%
600	287	0.1%
10	253	0.1%
4000	222	0.1%
20	213	0.1%
2	193	0.1%
10000	182	0.1%
5	179	0.1%
125	175	0.1%
Other values (1453)	9877	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	178382	89.4%
1	472	0.2%
2	193	0.1%
3	129	0.1%
4	75	< 0.1%
5	179	0.1%
6	100	0.1%
7	93	< 0.1%
8	94	< 0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
99999	25	< 0.1%
95095	1	< 0.1%
75000	5	< 0.1%
70000	3	< 0.1%
66621	2	< 0.1%
60000	7	< 0.1%
57678	1	< 0.1%
55000	1	< 0.1%
54600	2	< 0.1%
54500	2	< 0.1%

tax_filer_stat
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Nonfiler	75094
Joint both under 65	67383
Single	37421
Joint both 65+	8332
Head of household	7426

Value	Count	Frequency (%)
Nonfiler	75094	37.6%
Joint both under 65	67383	33.8%
Single	37421	18.8%
Joint both 65+	8332	4.2%
Head of household	7426	3.7%
Joint one under 65 & one 65+	3867	1.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	8
Mean length	12.31297144
Min length	6

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	271081	11.0%
o	260403	10.6%
	256867	10.5%
e	206351	8.4%
i	192097	7.8%
t	155297	6.3%
r	146344	6.0%
l	119941	4.9%
h	90567	3.7%
d	86102	3.5%
6	83449	3.4%
5	83449	3.4%
f	82520	3.4%
J	79582	3.2%
u	78676	3.2%
b	75715	3.1%
N	75094	3.1%
S	37421	1.5%
g	37421	1.5%
+	12199	0.5%
H	7426	0.3%
a	7426	0.3%
s	7426	0.3%
&	3867	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1817367	74.0%
Space Separator	256867	10.5%
Uppercase Letter	199523	8.1%
Decimal Number	166898	6.8%
Math Symbol	12199	0.5%
Other Punctuation	3867	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
J	79582	39.9%
N	75094	37.6%
S	37421	18.8%
H	7426	3.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	271081	14.9%
o	260403	14.3%
e	206351	11.4%
i	192097	10.6%
t	155297	8.5%
r	146344	8.1%
l	119941	6.6%
h	90567	5.0%
d	86102	4.7%
f	82520	4.5%
u	78676	4.3%
b	75715	4.2%
g	37421	2.1%
a	7426	0.4%
s	7426	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	256867	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
6	83449	50.0%
5	83449	50.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	12199	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
&	3867	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2016890	82.1%
Common	439831	17.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	271081	13.4%
o	260403	12.9%
e	206351	10.2%
i	192097	9.5%
t	155297	7.7%
r	146344	7.3%
l	119941	5.9%
h	90567	4.5%
d	86102	4.3%
f	82520	4.1%
J	79582	3.9%
u	78676	3.9%
b	75715	3.8%
N	75094	3.7%
S	37421	1.9%
g	37421	1.9%
H	7426	0.4%
a	7426	0.4%
s	7426	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	256867	58.4%
6	83449	19.0%
5	83449	19.0%
+	12199	2.8%
&	3867	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2456721	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	271081	11.0%
o	260403	10.6%
	256867	10.5%
e	206351	8.4%
i	192097	7.8%
t	155297	6.3%
r	146344	6.0%
l	119941	4.9%
h	90567	3.7%
d	86102	3.5%
6	83449	3.4%
5	83449	3.4%
f	82520	3.4%
J	79582	3.2%
u	78676	3.2%
b	75715	3.1%
N	75094	3.1%
S	37421	1.5%
g	37421	1.5%
+	12199	0.5%
H	7426	0.3%
a	7426	0.3%
s	7426	0.3%
&	3867	0.2%

region_of_previous_residence
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	183750
South	4889
West	4074
Midwest	3575
Northeast	2705

Value	Count	Frequency (%)
Not in universe	183750	92.1%
South	4889	2.5%
West	4074	2.0%
Midwest	3575	1.8%
Northeast	2705	1.4%
Abroad	530	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	15
Mean length	14.28176701
Min length	4

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	377854	13.3%
i	371075	13.0%
	367500	12.9%
n	367500	12.9%
t	201698	7.1%
s	194104	6.8%
o	191874	6.7%
u	188639	6.6%
r	186985	6.6%
N	186455	6.5%
v	183750	6.4%
h	7594	0.3%
S	4889	0.2%
d	4105	0.1%
W	4074	0.1%
M	3575	0.1%
w	3575	0.1%
a	3235	0.1%
A	530	< 0.1%
b	530	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2282518	80.1%
Space Separator	367500	12.9%
Uppercase Letter	199523	7.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	186455	93.5%
S	4889	2.5%
W	4074	2.0%
M	3575	1.8%
A	530	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	377854	16.6%
i	371075	16.3%
n	367500	16.1%
t	201698	8.8%
s	194104	8.5%
o	191874	8.4%
u	188639	8.3%
r	186985	8.2%
v	183750	8.1%
h	7594	0.3%
d	4105	0.2%
w	3575	0.2%
a	3235	0.1%
b	530	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	367500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2482041	87.1%
Common	367500	12.9%

Most frequent Latin characters

Value	Count	Frequency (%)
e	377854	15.2%
i	371075	15.0%
n	367500	14.8%
t	201698	8.1%
s	194104	7.8%
o	191874	7.7%
u	188639	7.6%
r	186985	7.5%
N	186455	7.5%
v	183750	7.4%
h	7594	0.3%
S	4889	0.2%
d	4105	0.2%
W	4074	0.2%
M	3575	0.1%
w	3575	0.1%
a	3235	0.1%
A	530	< 0.1%
b	530	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	367500	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2849541	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	377854	13.3%
i	371075	13.0%
	367500	12.9%
n	367500	12.9%
t	201698	7.1%
s	194104	6.8%
o	191874	6.7%
u	188639	6.6%
r	186985	6.6%
N	186455	6.5%
v	183750	6.4%
h	7594	0.3%
S	4889	0.2%
d	4105	0.1%
W	4074	0.1%
M	3575	0.1%
w	3575	0.1%
a	3235	0.1%
A	530	< 0.1%
b	530	< 0.1%

state_of_previous_residence
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	183750
California	1714
Utah	1063
Florida	849
North Carolina	812
Other values (46)	11335

Common Values
Overview

Value	Count	Frequency (%)
Not in universe	183750	92.1%
California	1714	0.9%
Utah	1063	0.5%
Florida	849	0.4%
North Carolina	812	0.4%
?	708	0.4%
Abroad	671	0.3%
Oklahoma	626	0.3%
Minnesota	576	0.3%
Indiana	533	0.3%
North Dakota	499	0.3%
New Mexico	463	0.2%
Michigan	441	0.2%
Alaska	290	0.1%
Kentucky	244	0.1%
Arizona	243	0.1%
New Hampshire	242	0.1%
Wyoming	241	0.1%
Colorado	239	0.1%
Oregon	236	0.1%
West Virginia	231	0.1%
Georgia	227	0.1%
Montana	226	0.1%
Alabama	216	0.1%
Ohio	211	0.1%
Other values (26)	3972	2.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	20
Median length	15
Mean length	14.45687465
Min length	1

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
i	380324	13.2%
n	377218	13.1%
e	373184	12.9%
	370482	12.8%
o	195445	6.8%
r	192090	6.7%
s	189330	6.6%
t	189230	6.6%
N	186388	6.5%
u	184978	6.4%
v	184123	6.4%
a	19048	0.7%
l	5725	0.2%
h	4309	0.1%
C	3093	0.1%
d	2633	0.1%
M	2539	0.1%
k	2375	0.1%
f	1830	0.1%
c	1754	0.1%
m	1632	0.1%
A	1625	0.1%
g	1502	0.1%
w	1237	< 0.1%
b	1181	< 0.1%
Other values (21)	11204	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2311608	80.1%
Space Separator	370482	12.8%
Uppercase Letter	201681	7.0%
Other Punctuation	708	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	186388	92.4%
C	3093	1.5%
M	2539	1.3%
A	1625	0.8%
O	1073	0.5%
U	1063	0.5%
I	933	0.5%
F	849	0.4%
D	826	0.4%
W	577	0.3%
V	548	0.3%
T	411	0.2%
K	393	0.2%
H	242	0.1%
S	233	0.1%
G	227	0.1%
P	199	0.1%
Y	195	0.1%
L	192	0.1%
J	75	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	380324	16.5%
n	377218	16.3%
e	373184	16.1%
o	195445	8.5%
r	192090	8.3%
s	189330	8.2%
t	189230	8.2%
u	184978	8.0%
v	184123	8.0%
a	19048	0.8%
l	5725	0.2%
h	4309	0.2%
d	2633	0.1%
k	2375	0.1%
f	1830	0.1%
c	1754	0.1%
m	1632	0.1%
g	1502	0.1%
w	1237	0.1%
b	1181	0.1%
y	895	< 0.1%
x	672	< 0.1%
p	650	< 0.1%
z	243	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	370482	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	708	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2513289	87.1%
Common	371190	12.9%

Most frequent Latin characters

Value	Count	Frequency (%)
i	380324	15.1%
n	377218	15.0%
e	373184	14.8%
o	195445	7.8%
r	192090	7.6%
s	189330	7.5%
t	189230	7.5%
N	186388	7.4%
u	184978	7.4%
v	184123	7.3%
a	19048	0.8%
l	5725	0.2%
h	4309	0.2%
C	3093	0.1%
d	2633	0.1%
M	2539	0.1%
k	2375	0.1%
f	1830	0.1%
c	1754	0.1%
m	1632	0.1%
A	1625	0.1%
g	1502	0.1%
w	1237	< 0.1%
b	1181	< 0.1%
O	1073	< 0.1%
Other values (19)	9423	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	370482	99.8%
?	708	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2884479	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
i	380324	13.2%
n	377218	13.1%
e	373184	12.9%
	370482	12.8%
o	195445	6.8%
r	192090	6.7%
s	189330	6.6%
t	189230	6.6%
N	186388	6.5%
u	184978	6.4%
v	184123	6.4%
a	19048	0.7%
l	5725	0.2%
h	4309	0.1%
C	3093	0.1%
d	2633	0.1%
M	2539	0.1%
k	2375	0.1%
f	1830	0.1%
c	1754	0.1%
m	1632	0.1%
A	1625	0.1%
g	1502	0.1%
w	1237	< 0.1%
b	1181	< 0.1%
Other values (21)	11204	0.4%

detailed_household_and_family_stat
Categorical

HIGH CORRELATION

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Householder	53248
Child <18 never marr not in subfamily	50326
Spouse of householder	41695
Nonfamily householder	22213
Child 18+ never marr Not in a subfamily	12030
Other values (33)	20011

Common Values
Overview

Value	Count	Frequency (%)
Householder	53248	26.7%
Child <18 never marr not in subfamily	50326	25.2%
Spouse of householder	41695	20.9%
Nonfamily householder	22213	11.1%
Child 18+ never marr Not in a subfamily	12030	6.0%
Secondary individual	6122	3.1%
Other Rel 18+ ever marr not in subfamily	1956	1.0%
Grandchild <18 never marr child of subfamily RP	1868	0.9%
Other Rel 18+ never marr not in subfamily	1728	0.9%
Grandchild <18 never marr not in subfamily	1066	0.5%
Child 18+ ever marr Not in a subfamily	1013	0.5%
Child under 18 of RP of unrel subfamily	732	0.4%
RP of unrelated subfamily	685	0.3%
Child 18+ ever marr RP of subfamily	671	0.3%
Other Rel 18+ ever marr RP of subfamily	656	0.3%
Other Rel <18 never marr child of subfamily RP	656	0.3%
Other Rel 18+ spouse of subfamily RP	638	0.3%
Child 18+ never marr RP of subfamily	589	0.3%
Other Rel <18 never marr not in subfamily	584	0.3%
Grandchild 18+ never marr not in subfamily	375	0.2%
In group quarters	196	0.1%
Child 18+ spouse of subfamily RP	126	0.1%
Other Rel 18+ never marr RP of subfamily	94	< 0.1%
Child <18 never marr RP of subfamily	80	< 0.1%
Spouse of RP of unrelated subfamily	52	< 0.1%
Other values (13)	124	0.1%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	47
Median length	21
Mean length	24.71388762
Min length	11

Overview of Unicode Properties

Unique unicode characters	35
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	588150	11.9%
e	446352	9.1%
o	423897	8.6%
r	357168	7.2%
l	300845	6.1%
h	258900	5.3%
i	257293	5.2%
u	244446	5.0%
s	236706	4.8%
n	234893	4.8%
d	211877	4.3%
a	201655	4.1%
m	172063	3.5%
f	147639	3.0%
y	104384	2.1%
v	79923	1.6%
t	76410	1.5%
b	76049	1.5%
1	75312	1.5%
8	75312	1.5%
C	65614	1.3%
<	54645	1.1%
H	53248	1.1%
S	47869	1.0%
p	42722	0.9%
Other values (10)	97617	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3885632	78.8%
Space Separator	588150	11.9%
Uppercase Letter	232003	4.7%
Decimal Number	150624	3.1%
Math Symbol	74580	1.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	65614	28.3%
H	53248	23.0%
S	47869	20.6%
N	35256	15.2%
R	13224	5.7%
P	6898	3.0%
O	6326	2.7%
G	3372	1.5%
I	196	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	446352	11.5%
o	423897	10.9%
r	357168	9.2%
l	300845	7.7%
h	258900	6.7%
i	257293	6.6%
u	244446	6.3%
s	236706	6.1%
n	234893	6.0%
d	211877	5.5%
a	201655	5.2%
m	172063	4.4%
f	147639	3.8%
y	104384	2.7%
v	79923	2.1%
t	76410	2.0%
b	76049	2.0%
p	42722	1.1%
c	12018	0.3%
g	196	< 0.1%
q	196	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	588150	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	75312	50.0%
8	75312	50.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
<	54645	73.3%
+	19935	26.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4117635	83.5%
Common	813354	16.5%

Most frequent Latin characters

Value	Count	Frequency (%)
e	446352	10.8%
o	423897	10.3%
r	357168	8.7%
l	300845	7.3%
h	258900	6.3%
i	257293	6.2%
u	244446	5.9%
s	236706	5.7%
n	234893	5.7%
d	211877	5.1%
a	201655	4.9%
m	172063	4.2%
f	147639	3.6%
y	104384	2.5%
v	79923	1.9%
t	76410	1.9%
b	76049	1.8%
C	65614	1.6%
H	53248	1.3%
S	47869	1.2%
p	42722	1.0%
N	35256	0.9%
R	13224	0.3%
c	12018	0.3%
P	6898	0.2%
Other values (5)	10286	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	588150	72.3%
1	75312	9.3%
8	75312	9.3%
<	54645	6.7%
+	19935	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4930989	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	588150	11.9%
e	446352	9.1%
o	423897	8.6%
r	357168	7.2%
l	300845	6.1%
h	258900	5.3%
i	257293	5.2%
u	244446	5.0%
s	236706	4.8%
n	234893	4.8%
d	211877	4.3%
a	201655	4.1%
m	172063	3.5%
f	147639	3.0%
y	104384	2.1%
v	79923	1.6%
t	76410	1.5%
b	76049	1.5%
1	75312	1.5%
8	75312	1.5%
C	65614	1.3%
<	54645	1.1%
H	53248	1.1%
S	47869	1.0%
p	42722	0.9%
Other values (10)	97617	2.0%

detailed_household_summary_in_household
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Householder	75475
Child under 18 never married	50426
Spouse of householder	41709
Child 18 or older	14430
Other relative of householder	9703
Other values (3)	7780

Value	Count	Frequency (%)
Householder	75475	37.8%
Child under 18 never married	50426	25.3%
Spouse of householder	41709	20.9%
Child 18 or older	14430	7.2%
Other relative of householder	9703	4.9%
Nonrelative of householder	7601	3.8%
Group Quarters- Secondary individual	132	0.1%
Child under 18 ever married	47	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	36
Median length	21
Mean length	19.28793172
Min length	11

Overview of Unicode Properties

Unique unicode characters	29
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	571582	14.9%
o	406423	10.6%
r	392775	10.2%
	373307	9.7%
d	315163	8.2%
h	268107	7.0%
l	231257	6.0%
u	227066	5.9%
s	176329	4.6%
i	133076	3.5%
n	108764	2.8%
H	75475	2.0%
a	68173	1.8%
v	67909	1.8%
C	64903	1.7%
1	64903	1.7%
8	64903	1.7%
f	59013	1.5%
m	50473	1.3%
S	41841	1.1%
p	41841	1.1%
t	27139	0.7%
O	9703	0.3%
N	7601	0.2%
G	132	< 0.1%
Other values (4)	528	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3145354	81.7%
Space Separator	373307	9.7%
Uppercase Letter	199787	5.2%
Decimal Number	129806	3.4%
Dash Punctuation	132	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
H	75475	37.8%
C	64903	32.5%
S	41841	20.9%
O	9703	4.9%
N	7601	3.8%
G	132	0.1%
Q	132	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	571582	18.2%
o	406423	12.9%
r	392775	12.5%
d	315163	10.0%
h	268107	8.5%
l	231257	7.4%
u	227066	7.2%
s	176329	5.6%
i	133076	4.2%
n	108764	3.5%
a	68173	2.2%
v	67909	2.2%
f	59013	1.9%
m	50473	1.6%
p	41841	1.3%
t	27139	0.9%
c	132	< 0.1%
y	132	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	373307	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	64903	50.0%
8	64903	50.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3345141	86.9%
Common	503245	13.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	571582	17.1%
o	406423	12.1%
r	392775	11.7%
d	315163	9.4%
h	268107	8.0%
l	231257	6.9%
u	227066	6.8%
s	176329	5.3%
i	133076	4.0%
n	108764	3.3%
H	75475	2.3%
a	68173	2.0%
v	67909	2.0%
C	64903	1.9%
f	59013	1.8%
m	50473	1.5%
S	41841	1.3%
p	41841	1.3%
t	27139	0.8%
O	9703	0.3%
N	7601	0.2%
G	132	< 0.1%
Q	132	< 0.1%
c	132	< 0.1%
y	132	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	373307	74.2%
1	64903	12.9%
8	64903	12.9%
-	132	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3848386	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	571582	14.9%
o	406423	10.6%
r	392775	10.2%
	373307	9.7%
d	315163	8.2%
h	268107	7.0%
l	231257	6.0%
u	227066	5.9%
s	176329	4.6%
i	133076	3.5%
n	108764	2.8%
H	75475	2.0%
a	68173	1.8%
v	67909	1.8%
C	64903	1.7%
1	64903	1.7%
8	64903	1.7%
f	59013	1.5%
m	50473	1.3%
S	41841	1.1%
p	41841	1.1%
t	27139	0.7%
O	9703	0.3%
N	7601	0.2%
G	132	< 0.1%
Other values (4)	528	< 0.1%

instance_weight
Real number (ℝ_≥0)

Distinct	99800
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1740.380269
Minimum	37.87
Maximum	18656.3
Zeros	0
Zeros (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	37.87
5-th percentile	395.342
Q1	1061.615
median	1618.31
Q3	2188.61
95-th percentile	3585.909
Maximum	18656.3
Range	18618.43
Interquartile range (IQR)	1126.995

Descriptive statistics

Standard deviation	993.7681558
Coefficient of variation (CV)	0.5710063331
Kurtosis	5.412514036
Mean	1740.380269
Median Absolute Deviation (MAD)	561.46
Skewness	1.432733152
Sum	347245892.5
Variance	987575.1475
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1601.4	32	< 0.1%
753.23	32	< 0.1%
1191.21	32	< 0.1%
1787.34	32	< 0.1%
707.9	31	< 0.1%
1317.51	31	< 0.1%
1070.15	30	< 0.1%
1839.19	28	< 0.1%
1002.02	28	< 0.1%
1009.39	28	< 0.1%
1033.83	28	< 0.1%
1029.73	27	< 0.1%
1122.6	27	< 0.1%
1528.84	27	< 0.1%
964.5	26	< 0.1%
1244.66	26	< 0.1%
1011.71	26	< 0.1%
1155.2	26	< 0.1%
988.79	26	< 0.1%
1882.96	26	< 0.1%
974.01	26	< 0.1%
1218.82	26	< 0.1%
1138.19	25	< 0.1%
1739.89	25	< 0.1%
1032.82	25	< 0.1%
Other values (99775)	198827	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.87	1	< 0.1%
39.11	1	< 0.1%
40.67	2	< 0.1%
42.82	2	< 0.1%
43.26	3	< 0.1%
45.74	2	< 0.1%
47.83	6	< 0.1%
49.82	2	< 0.1%
52.43	1	< 0.1%
52.46	4	< 0.1%

Value	Count	Frequency (%)
18656.3	1	< 0.1%
16349.2	1	< 0.1%
13911.5	1	< 0.1%
13145.1	1	< 0.1%
13114.2	1	< 0.1%
12960.2	1	< 0.1%
12399.9	1	< 0.1%
12184.5	1	< 0.1%
11958.4	1	< 0.1%
11863	1	< 0.1%

migration_code-change_in_msa
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
MSA to MSA	10601
NonMSA to nonMSA	2811
Not in universe	1516
Other values (5)	2361

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
MSA to MSA	10601	5.3%
NonMSA to nonMSA	2811	1.4%
Not in universe	1516	0.8%
MSA to nonMSA	790	0.4%
NonMSA to MSA	615	0.3%
Abroad to MSA	453	0.2%
Not identifiable	430	0.2%
Abroad to nonMSA	73	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	16
Median length	8
Mean length	4.841186229
Min length	1

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	189991	19.7%
?	99696	10.3%
n	96774	10.0%
N	87910	9.1%
e	86430	8.9%
r	84580	8.8%
v	84054	8.7%
m	82538	8.5%
	34148	3.5%
A	30686	3.2%
M	30160	3.1%
S	30160	3.1%
t	17719	1.8%
i	4322	0.4%
u	1516	0.2%
s	1516	0.2%
d	956	0.1%
a	956	0.1%
b	956	0.1%
f	430	< 0.1%
l	430	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	653168	67.6%
Uppercase Letter	178916	18.5%
Other Punctuation	99696	10.3%
Space Separator	34148	3.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	99696	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	87910	49.1%
A	30686	17.2%
M	30160	16.9%
S	30160	16.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	34148	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	189991	29.1%
n	96774	14.8%
e	86430	13.2%
r	84580	12.9%
v	84054	12.9%
m	82538	12.6%
t	17719	2.7%
i	4322	0.7%
u	1516	0.2%
s	1516	0.2%
d	956	0.1%
a	956	0.1%
b	956	0.1%
f	430	0.1%
l	430	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	832084	86.1%
Common	133844	13.9%

Most frequent Common characters

Value	Count	Frequency (%)
?	99696	74.5%
	34148	25.5%

Most frequent Latin characters

Value	Count	Frequency (%)
o	189991	22.8%
n	96774	11.6%
N	87910	10.6%
e	86430	10.4%
r	84580	10.2%
v	84054	10.1%
m	82538	9.9%
A	30686	3.7%
M	30160	3.6%
S	30160	3.6%
t	17719	2.1%
i	4322	0.5%
u	1516	0.2%
s	1516	0.2%
d	956	0.1%
a	956	0.1%
b	956	0.1%
f	430	0.1%
l	430	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	965928	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	189991	19.7%
?	99696	10.3%
n	96774	10.0%
N	87910	9.1%
e	86430	8.9%
r	84580	8.8%
v	84054	8.7%
m	82538	8.5%
	34148	3.5%
A	30686	3.2%
M	30160	3.1%
S	30160	3.1%
t	17719	1.8%
i	4322	0.4%
u	1516	0.2%
s	1516	0.2%
d	956	0.1%
a	956	0.1%
b	956	0.1%
f	430	< 0.1%
l	430	< 0.1%

migration_code-change_in_reg
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (4)	3164

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different region	1178	0.6%
Different state same division	991	0.5%
Abroad	530	0.3%
Different division same region	465	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	30
Median length	6
Mean length	5.166862968
Min length	1

Overview of Unicode Properties

Unique unicode characters	23
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	182830	17.7%
e	115928	11.2%
n	106709	10.4%
?	99696	9.7%
m	96603	9.4%
r	91658	8.9%
v	85510	8.3%
N	84054	8.2%
t	27132	2.6%
	26781	2.6%
a	18383	1.8%
i	14474	1.4%
u	14125	1.4%
c	12609	1.2%
y	12609	1.2%
s	11013	1.1%
f	10862	1.1%
S	9812	1.0%
D	5431	0.5%
d	1986	0.2%
g	1643	0.2%
A	530	0.1%
b	530	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	804604	78.0%
Uppercase Letter	99827	9.7%
Other Punctuation	99696	9.7%
Space Separator	26781	2.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	99696	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	84054	84.2%
S	9812	9.8%
D	5431	5.4%
A	530	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	182830	22.7%
e	115928	14.4%
n	106709	13.3%
m	96603	12.0%
r	91658	11.4%
v	85510	10.6%
t	27132	3.4%
a	18383	2.3%
i	14474	1.8%
u	14125	1.8%
c	12609	1.6%
y	12609	1.6%
s	11013	1.4%
f	10862	1.3%
d	1986	0.2%
g	1643	0.2%
b	530	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	26781	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	904431	87.7%
Common	126477	12.3%

Most frequent Common characters

Value	Count	Frequency (%)
?	99696	78.8%
	26781	21.2%

Most frequent Latin characters

Value	Count	Frequency (%)
o	182830	20.2%
e	115928	12.8%
n	106709	11.8%
m	96603	10.7%
r	91658	10.1%
v	85510	9.5%
N	84054	9.3%
t	27132	3.0%
a	18383	2.0%
i	14474	1.6%
u	14125	1.6%
c	12609	1.4%
y	12609	1.4%
s	11013	1.2%
f	10862	1.2%
S	9812	1.1%
D	5431	0.6%
d	1986	0.2%
g	1643	0.2%
A	530	0.1%
b	530	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1030908	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	182830	17.7%
e	115928	11.2%
n	106709	10.4%
?	99696	9.7%
m	96603	9.4%
r	91658	8.9%
v	85510	8.3%
N	84054	8.2%
t	27132	2.6%
	26781	2.6%
a	18383	1.8%
i	14474	1.4%
u	14125	1.4%
c	12609	1.2%
y	12609	1.2%
s	11013	1.1%
f	10862	1.1%
S	9812	1.0%
D	5431	0.5%
d	1986	0.2%
g	1643	0.2%
A	530	0.1%
b	530	0.1%

migration_code-move_within_reg
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (5)	3164

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different state in South	973	0.5%
Different state in West	679	0.3%
Different state in Midwest	551	0.3%
Abroad	530	0.3%
Different state in Northeast	431	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	6
Mean length	5.186038702
Min length	1

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
o	181135	17.5%
e	116133	11.2%
n	106244	10.3%
?	99696	9.6%
m	95147	9.2%
r	90446	8.7%
N	84485	8.2%
v	84054	8.1%
t	33483	3.2%
	29137	2.8%
a	19001	1.8%
u	15098	1.5%
c	12609	1.2%
y	12609	1.2%
i	11648	1.1%
s	11405	1.1%
f	10862	1.0%
S	10785	1.0%
D	5431	0.5%
h	1404	0.1%
d	1081	0.1%
W	679	0.1%
M	551	0.1%
w	551	0.1%
A	530	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	803440	77.6%
Uppercase Letter	102461	9.9%
Other Punctuation	99696	9.6%
Space Separator	29137	2.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	99696	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	84485	82.5%
S	10785	10.5%
D	5431	5.3%
W	679	0.7%
M	551	0.5%
A	530	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
o	181135	22.5%
e	116133	14.5%
n	106244	13.2%
m	95147	11.8%
r	90446	11.3%
v	84054	10.5%
t	33483	4.2%
a	19001	2.4%
u	15098	1.9%
c	12609	1.6%
y	12609	1.6%
i	11648	1.4%
s	11405	1.4%
f	10862	1.4%
h	1404	0.2%
d	1081	0.1%
w	551	0.1%
b	530	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	29137	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	905901	87.5%
Common	128833	12.5%

Most frequent Common characters

Value	Count	Frequency (%)
?	99696	77.4%
	29137	22.6%

Most frequent Latin characters

Value	Count	Frequency (%)
o	181135	20.0%
e	116133	12.8%
n	106244	11.7%
m	95147	10.5%
r	90446	10.0%
N	84485	9.3%
v	84054	9.3%
t	33483	3.7%
a	19001	2.1%
u	15098	1.7%
c	12609	1.4%
y	12609	1.4%
i	11648	1.3%
s	11405	1.3%
f	10862	1.2%
S	10785	1.2%
D	5431	0.6%
h	1404	0.2%
d	1081	0.1%
W	679	0.1%
M	551	0.1%
w	551	0.1%
A	530	0.1%
b	530	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1034734	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
o	181135	17.5%
e	116133	11.2%
n	106244	10.3%
?	99696	9.6%
m	95147	9.2%
r	90446	8.7%
N	84485	8.2%
v	84054	8.1%
t	33483	3.2%
	29137	2.8%
a	19001	1.8%
u	15098	1.5%
c	12609	1.2%
y	12609	1.2%
i	11648	1.1%
s	11405	1.1%
f	10862	1.0%
S	10785	1.0%
D	5431	0.5%
h	1404	0.1%
d	1081	0.1%
W	679	0.1%
M	551	0.1%
w	551	0.1%
A	530	0.1%

live_in_this_house_1_year_ago
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe under 1 year old	101212
Yes	82538
No	15773

Value	Count	Frequency (%)
Not in universe under 1 year old	101212	50.7%
Yes	82538	41.4%
No	15773	7.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	32
Median length	32
Mean length	17.63177178
Min length	2

Overview of Unicode Properties

Unique unicode characters	17
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	607272	17.3%
e	487386	13.9%
n	303636	8.6%
r	303636	8.6%
o	218197	6.2%
i	202424	5.8%
u	202424	5.8%
d	202424	5.8%
s	183750	5.2%
N	116985	3.3%
t	101212	2.9%
v	101212	2.9%
1	101212	2.9%
y	101212	2.9%
a	101212	2.9%
l	101212	2.9%
Y	82538	2.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2609937	74.2%
Space Separator	607272	17.3%
Uppercase Letter	199523	5.7%
Decimal Number	101212	2.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	116985	58.6%
Y	82538	41.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	487386	18.7%
n	303636	11.6%
r	303636	11.6%
o	218197	8.4%
i	202424	7.8%
u	202424	7.8%
d	202424	7.8%
s	183750	7.0%
t	101212	3.9%
v	101212	3.9%
y	101212	3.9%
a	101212	3.9%
l	101212	3.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	607272	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	101212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2809460	79.9%
Common	708484	20.1%

Most frequent Latin characters

Value	Count	Frequency (%)
e	487386	17.3%
n	303636	10.8%
r	303636	10.8%
o	218197	7.8%
i	202424	7.2%
u	202424	7.2%
d	202424	7.2%
s	183750	6.5%
N	116985	4.2%
t	101212	3.6%
v	101212	3.6%
y	101212	3.6%
a	101212	3.6%
l	101212	3.6%
Y	82538	2.9%

Most frequent Common characters

Value	Count	Frequency (%)
	607272	85.7%
1	101212	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3517944	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	607272	17.3%
e	487386	13.9%
n	303636	8.6%
r	303636	8.6%
o	218197	6.2%
i	202424	5.8%
u	202424	5.8%
d	202424	5.8%
s	183750	5.2%
N	116985	3.3%
t	101212	2.9%
v	101212	2.9%
1	101212	2.9%
y	101212	2.9%
a	101212	2.9%
l	101212	2.9%
Y	82538	2.3%

migration_prev_res_in_sunbelt
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Not in universe	84054
No	9987
Yes	5786

Value	Count	Frequency (%)
?	99696	50.0%
Not in universe	84054	42.1%
No	9987	5.0%
Yes	5786	2.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	2
Mean length	7.005899069
Min length	1

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	173894	12.4%
	168108	12.0%
i	168108	12.0%
n	168108	12.0%
?	99696	7.1%
N	94041	6.7%
o	94041	6.7%
s	89840	6.4%
t	84054	6.0%
u	84054	6.0%
v	84054	6.0%
r	84054	6.0%
Y	5786	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1030207	73.7%
Space Separator	168108	12.0%
Uppercase Letter	99827	7.1%
Other Punctuation	99696	7.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	99696	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	94041	94.2%
Y	5786	5.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	173894	16.9%
i	168108	16.3%
n	168108	16.3%
o	94041	9.1%
s	89840	8.7%
t	84054	8.2%
u	84054	8.2%
v	84054	8.2%
r	84054	8.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	168108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1130034	80.8%
Common	267804	19.2%

Most frequent Common characters

Value	Count	Frequency (%)
	168108	62.8%
?	99696	37.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	173894	15.4%
i	168108	14.9%
n	168108	14.9%
N	94041	8.3%
o	94041	8.3%
s	89840	8.0%
t	84054	7.4%
u	84054	7.4%
v	84054	7.4%
r	84054	7.4%
Y	5786	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1397838	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	173894	12.4%
	168108	12.0%
i	168108	12.0%
n	168108	12.0%
?	99696	7.1%
N	94041	6.7%
o	94041	6.7%
s	89840	6.4%
t	84054	6.0%
u	84054	6.0%
v	84054	6.0%
r	84054	6.0%
Y	5786	0.4%

num_persons_worked_for_employer
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.95618049
Minimum	0
Maximum	6
Zeros	95983
Zeros (%)	48.1%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.365125505
Coefficient of variation (CV)	1.209052803
Kurtosis	-1.082246833
Mean	1.95618049
Median Absolute Deviation (MAD)	1
Skewness	0.7515606804
Sum	390303
Variance	5.593818657
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	95983	48.1%
6	36511	18.3%
1	23109	11.6%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
5	6035	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	95983	48.1%
1	23109	11.6%
2	10081	5.1%
3	13425	6.7%
4	14379	7.2%
5	6035	3.0%
6	36511	18.3%

Value	Count	Frequency (%)
6	36511	18.3%
5	6035	3.0%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
1	23109	11.6%
0	95983	48.1%

family_members_under_18
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	144232
Both parents present	38983
Mother only present	12772
Father only present	1883
Neither parent present	1653

Value	Count	Frequency (%)
Not in universe	144232	72.3%
Both parents present	38983	19.5%
Mother only present	12772	6.4%
Father only present	1883	0.9%
Neither parent present	1653	0.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	22
Median length	15
Mean length	16.32869895
Min length	15

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	457643	14.0%
	399046	12.2%
n	399046	12.2%
t	295450	9.1%
i	290117	8.9%
r	256467	7.9%
s	238506	7.3%
o	210642	6.5%
N	145885	4.5%
u	144232	4.4%
v	144232	4.4%
p	95927	2.9%
h	55291	1.7%
a	42519	1.3%
B	38983	1.2%
l	14655	0.4%
y	14655	0.4%
M	12772	0.4%
F	1883	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2659382	81.6%
Space Separator	399046	12.2%
Uppercase Letter	199523	6.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	145885	73.1%
B	38983	19.5%
M	12772	6.4%
F	1883	0.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	457643	17.2%
n	399046	15.0%
t	295450	11.1%
i	290117	10.9%
r	256467	9.6%
s	238506	9.0%
o	210642	7.9%
u	144232	5.4%
v	144232	5.4%
p	95927	3.6%
h	55291	2.1%
a	42519	1.6%
l	14655	0.6%
y	14655	0.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	399046	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2858905	87.8%
Common	399046	12.2%

Most frequent Latin characters

Value	Count	Frequency (%)
e	457643	16.0%
n	399046	14.0%
t	295450	10.3%
i	290117	10.1%
r	256467	9.0%
s	238506	8.3%
o	210642	7.4%
N	145885	5.1%
u	144232	5.0%
v	144232	5.0%
p	95927	3.4%
h	55291	1.9%
a	42519	1.5%
B	38983	1.4%
l	14655	0.5%
y	14655	0.5%
M	12772	0.4%
F	1883	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	399046	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3257951	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	457643	14.0%
	399046	12.2%
n	399046	12.2%
t	295450	9.1%
i	290117	8.9%
r	256467	7.9%
s	238506	7.3%
o	210642	6.5%
N	145885	4.5%
u	144232	4.4%
v	144232	4.4%
p	95927	2.9%
h	55291	1.7%
a	42519	1.3%
B	38983	1.2%
l	14655	0.4%
y	14655	0.4%
M	12772	0.4%
F	1883	0.1%

country_of_birth_father
Categorical

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	159163
Mexico	10008
?	6713
Puerto-Rico	2680
Italy	2212
Other values (38)	18747

Common Values
Overview

Value	Count	Frequency (%)
United-States	159163	79.8%
Mexico	10008	5.0%
?	6713	3.4%
Puerto-Rico	2680	1.3%
Italy	2212	1.1%
Canada	1380	0.7%
Germany	1356	0.7%
Dominican-Republic	1290	0.6%
Poland	1212	0.6%
Philippines	1154	0.6%
Cuba	1125	0.6%
El-Salvador	982	0.5%
China	856	0.4%
England	793	0.4%
Columbia	614	0.3%
India	580	0.3%
South Korea	530	0.3%
Ireland	508	0.3%
Jamaica	463	0.2%
Vietnam	457	0.2%
Guatemala	445	0.2%
Japan	392	0.2%
Portugal	388	0.2%
Ecuador	379	0.2%
Haiti	351	0.2%
Other values (18)	3492	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	13
Mean length	11.66875999
Min length	1

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	485168	20.8%
e	338573	14.5%
a	185809	8.0%
i	184161	7.9%
n	173312	7.4%
d	166069	7.1%
-	164325	7.1%
S	161240	6.9%
s	160933	6.9%
U	159481	6.9%
o	22790	1.0%
c	17366	0.7%
l	11412	0.5%
M	10008	0.4%
x	10008	0.4%
u	9136	0.4%
r	8905	0.4%
?	6713	0.3%
P	5794	0.2%
m	5005	0.2%
C	4171	0.2%
y	4033	0.2%
p	3990	0.2%
R	3970	0.2%
I	3692	0.2%
Other values (22)	22122	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1796607	77.2%
Uppercase Letter	358838	15.4%
Dash Punctuation	164325	7.1%
Other Punctuation	6826	0.3%
Space Separator	1272	0.1%
Open Punctuation	159	< 0.1%
Close Punctuation	159	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	161240	44.9%
U	159481	44.4%
M	10008	2.8%
P	5794	1.6%
C	4171	1.2%
R	3970	1.1%
I	3692	1.0%
G	2304	0.6%
E	2154	0.6%
D	1290	0.4%
H	1008	0.3%
J	855	0.2%
K	636	0.2%
V	616	0.2%
T	532	0.1%
N	366	0.1%
Y	217	0.1%
F	191	0.1%
O	159	< 0.1%
L	154	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	485168	27.0%
e	338573	18.8%
a	185809	10.3%
i	184161	10.3%
n	173312	9.6%
d	166069	9.2%
s	160933	9.0%
o	22790	1.3%
c	17366	1.0%
l	11412	0.6%
x	10008	0.6%
u	9136	0.5%
r	8905	0.5%
m	5005	0.3%
y	4033	0.2%
p	3990	0.2%
b	3338	0.2%
h	2698	0.2%
g	2503	0.1%
v	1199	0.1%
w	199	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	164325	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	6713	98.3%
&	113	1.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1272	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	159	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	159	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2155445	92.6%
Common	172741	7.4%

Most frequent Latin characters

Value	Count	Frequency (%)
t	485168	22.5%
e	338573	15.7%
a	185809	8.6%
i	184161	8.5%
n	173312	8.0%
d	166069	7.7%
S	161240	7.5%
s	160933	7.5%
U	159481	7.4%
o	22790	1.1%
c	17366	0.8%
l	11412	0.5%
M	10008	0.5%
x	10008	0.5%
u	9136	0.4%
r	8905	0.4%
P	5794	0.3%
m	5005	0.2%
C	4171	0.2%
y	4033	0.2%
p	3990	0.2%
R	3970	0.2%
I	3692	0.2%
b	3338	0.2%
h	2698	0.1%
Other values (16)	14383	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
-	164325	95.1%
?	6713	3.9%
	1272	0.7%
(	159	0.1%
)	159	0.1%
&	113	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2328186	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	485168	20.8%
e	338573	14.5%
a	185809	8.0%
i	184161	7.9%
n	173312	7.4%
d	166069	7.1%
-	164325	7.1%
S	161240	6.9%
s	160933	6.9%
U	159481	6.9%
o	22790	1.0%
c	17366	0.7%
l	11412	0.5%
M	10008	0.4%
x	10008	0.4%
u	9136	0.4%
r	8905	0.4%
?	6713	0.3%
P	5794	0.2%
m	5005	0.2%
C	4171	0.2%
y	4033	0.2%
p	3990	0.2%
R	3970	0.2%
I	3692	0.2%
Other values (22)	22122	1.0%

country_of_birth_mother
Categorical

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	160479
Mexico	9781
?	6119
Puerto-Rico	2473
Italy	1844
Other values (38)	18827

Common Values
Overview

Value	Count	Frequency (%)
United-States	160479	80.4%
Mexico	9781	4.9%
?	6119	3.1%
Puerto-Rico	2473	1.2%
Italy	1844	0.9%
Canada	1451	0.7%
Germany	1382	0.7%
Philippines	1231	0.6%
Poland	1110	0.6%
Cuba	1108	0.6%
El-Salvador	1108	0.6%
Dominican-Republic	1103	0.6%
England	903	0.5%
China	760	0.4%
Columbia	612	0.3%
South Korea	609	0.3%
Ireland	599	0.3%
India	581	0.3%
Vietnam	473	0.2%
Japan	469	0.2%
Jamaica	453	0.2%
Guatemala	444	0.2%
Ecuador	375	0.2%
Peru	355	0.2%
Haiti	353	0.2%
Other values (18)	3348	1.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	13
Mean length	11.72127023
Min length	1

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	488579	20.9%
e	340658	14.6%
a	187061	8.0%
i	184556	7.9%
n	174658	7.5%
d	167641	7.2%
-	165369	7.1%
S	162751	7.0%
s	162309	6.9%
U	160793	6.9%
o	22004	0.9%
c	16460	0.7%
l	11200	0.5%
M	9781	0.4%
x	9781	0.4%
r	8878	0.4%
u	8728	0.4%
?	6119	0.3%
P	5543	0.2%
m	4813	0.2%
C	4088	0.2%
p	4034	0.2%
y	3680	0.2%
R	3576	0.2%
I	3379	0.1%
Other values (22)	22224	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1804888	77.2%
Uppercase Letter	360530	15.4%
Dash Punctuation	165369	7.1%
Other Punctuation	6218	0.3%
Space Separator	1344	0.1%
Open Punctuation	157	< 0.1%
Close Punctuation	157	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	162751	45.1%
U	160793	44.6%
M	9781	2.7%
P	5543	1.5%
C	4088	1.1%
R	3576	1.0%
I	3379	0.9%
E	2386	0.7%
G	2244	0.6%
D	1103	0.3%
H	1024	0.3%
J	922	0.3%
K	716	0.2%
V	630	0.2%
T	543	0.2%
N	350	0.1%
F	212	0.1%
Y	177	< 0.1%
O	157	< 0.1%
L	155	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	488579	27.1%
e	340658	18.9%
a	187061	10.4%
i	184556	10.2%
n	174658	9.7%
d	167641	9.3%
s	162309	9.0%
o	22004	1.2%
c	16460	0.9%
l	11200	0.6%
x	9781	0.5%
r	8878	0.5%
u	8728	0.5%
m	4813	0.3%
p	4034	0.2%
y	3680	0.2%
b	3079	0.2%
h	2772	0.2%
g	2490	0.1%
v	1285	0.1%
w	222	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	165369	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	6119	98.4%
&	99	1.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1344	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	157	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	157	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2165418	92.6%
Common	173245	7.4%

Most frequent Latin characters

Value	Count	Frequency (%)
t	488579	22.6%
e	340658	15.7%
a	187061	8.6%
i	184556	8.5%
n	174658	8.1%
d	167641	7.7%
S	162751	7.5%
s	162309	7.5%
U	160793	7.4%
o	22004	1.0%
c	16460	0.8%
l	11200	0.5%
M	9781	0.5%
x	9781	0.5%
r	8878	0.4%
u	8728	0.4%
P	5543	0.3%
m	4813	0.2%
C	4088	0.2%
p	4034	0.2%
y	3680	0.2%
R	3576	0.2%
I	3379	0.2%
b	3079	0.1%
h	2772	0.1%
Other values (16)	14616	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
-	165369	95.5%
?	6119	3.5%
	1344	0.8%
(	157	0.1%
)	157	0.1%
&	99	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2338663	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	488579	20.9%
e	340658	14.6%
a	187061	8.0%
i	184556	7.9%
n	174658	7.5%
d	167641	7.2%
-	165369	7.1%
S	162751	7.0%
s	162309	6.9%
U	160793	6.9%
o	22004	0.9%
c	16460	0.7%
l	11200	0.5%
M	9781	0.4%
x	9781	0.4%
r	8878	0.4%
u	8728	0.4%
?	6119	0.3%
P	5543	0.2%
m	4813	0.2%
C	4088	0.2%
p	4034	0.2%
y	3680	0.2%
R	3576	0.2%
I	3379	0.1%
Other values (22)	22224	1.0%

country_of_birth_self
Categorical

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	176989
Mexico	5767
?	3393
Puerto-Rico	1400
Germany	851
Other values (38)	11123

Common Values
Overview

Value	Count	Frequency (%)
United-States	176989	88.7%
Mexico	5767	2.9%
?	3393	1.7%
Puerto-Rico	1400	0.7%
Germany	851	0.4%
Philippines	845	0.4%
Cuba	837	0.4%
Canada	700	0.4%
Dominican-Republic	690	0.3%
El-Salvador	689	0.3%
China	478	0.2%
South Korea	471	0.2%
England	457	0.2%
Columbia	434	0.2%
Italy	419	0.2%
India	408	0.2%
Vietnam	391	0.2%
Poland	381	0.2%
Guatemala	344	0.2%
Japan	339	0.2%
Jamaica	320	0.2%
Peru	268	0.1%
Ecuador	258	0.1%
Haiti	228	0.1%
Nicaragua	218	0.1%
Other values (18)	1948	1.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	13
Mean length	12.27975722
Min length	1

Overview of Unicode Properties

Unique unicode characters	47
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	534730	21.8%
e	365867	14.9%
a	192481	7.9%
i	192126	7.8%
n	185160	7.6%
d	180622	7.4%
-	179910	7.3%
S	178462	7.3%
s	178172	7.3%
U	177227	7.2%
o	12975	0.5%
c	9805	0.4%
M	5767	0.2%
x	5767	0.2%
l	5676	0.2%
u	5621	0.2%
r	5201	0.2%
?	3393	0.1%
m	3272	0.1%
P	3096	0.1%
p	2719	0.1%
C	2544	0.1%
b	2122	0.1%
R	2090	0.1%
h	1930	0.1%
Other values (22)	13359	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1888049	77.1%
Uppercase Letter	377391	15.4%
Dash Punctuation	179910	7.3%
Other Punctuation	3459	0.1%
Space Separator	1047	< 0.1%
Open Punctuation	119	< 0.1%
Close Punctuation	119	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	178462	47.3%
U	177227	47.0%
M	5767	1.5%
P	3096	0.8%
C	2544	0.7%
R	2090	0.6%
G	1461	0.4%
E	1404	0.4%
I	1238	0.3%
D	690	0.2%
J	659	0.2%
H	574	0.2%
K	571	0.2%
V	510	0.1%
T	446	0.1%
N	241	0.1%
F	121	< 0.1%
O	119	< 0.1%
L	105	< 0.1%
Y	66	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	534730	28.3%
e	365867	19.4%
a	192481	10.2%
i	192126	10.2%
n	185160	9.8%
d	180622	9.6%
s	178172	9.4%
o	12975	0.7%
c	9805	0.5%
x	5767	0.3%
l	5676	0.3%
u	5621	0.3%
r	5201	0.3%
m	3272	0.2%
p	2719	0.1%
b	2122	0.1%
h	1930	0.1%
y	1468	0.1%
g	1379	0.1%
v	755	< 0.1%
w	201	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	179910	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
?	3393	98.1%
&	66	1.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1047	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	119	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	119	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2265440	92.5%
Common	184654	7.5%

Most frequent Latin characters

Value	Count	Frequency (%)
t	534730	23.6%
e	365867	16.1%
a	192481	8.5%
i	192126	8.5%
n	185160	8.2%
d	180622	8.0%
S	178462	7.9%
s	178172	7.9%
U	177227	7.8%
o	12975	0.6%
c	9805	0.4%
M	5767	0.3%
x	5767	0.3%
l	5676	0.3%
u	5621	0.2%
r	5201	0.2%
m	3272	0.1%
P	3096	0.1%
p	2719	0.1%
C	2544	0.1%
b	2122	0.1%
R	2090	0.1%
h	1930	0.1%
y	1468	0.1%
G	1461	0.1%
Other values (16)	9079	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
-	179910	97.4%
?	3393	1.8%
	1047	0.6%
(	119	0.1%
)	119	0.1%
&	66	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2450094	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	534730	21.8%
e	365867	14.9%
a	192481	7.9%
i	192126	7.8%
n	185160	7.6%
d	180622	7.4%
-	179910	7.3%
S	178462	7.3%
s	178172	7.3%
U	177227	7.2%
o	12975	0.5%
c	9805	0.4%
M	5767	0.2%
x	5767	0.2%
l	5676	0.2%
u	5621	0.2%
r	5201	0.2%
?	3393	0.1%
m	3272	0.1%
P	3096	0.1%
p	2719	0.1%
C	2544	0.1%
b	2122	0.1%
R	2090	0.1%
h	1930	0.1%
Other values (22)	13359	0.5%

citizenship
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Native- Born in the United States	176992
Foreign born- Not a citizen of U S	13401
Foreign born- U S citizen by naturalization	5855
Native- Born abroad of American Parent(s)	1756
Native- Born in Puerto Rico or U S Outlying	1519

Value	Count	Frequency (%)
Native- Born in the United States	176992	88.7%
Foreign born- Not a citizen of U S	13401	6.7%
Foreign born- U S citizen by naturalization	5855	2.9%
Native- Born abroad of American Parent(s)	1756	0.9%
Native- Born in Puerto Rico or U S Outlying	1519	0.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	43
Median length	33
Mean length	33.50715456
Min length	33

Overview of Unicode Properties

Unique unicode characters	33
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	1034829	15.5%
t	937396	14.0%
e	754786	11.3%
n	610279	9.1%
i	610042	9.1%
a	395249	5.9%
o	259505	3.9%
r	232940	3.5%
-	199523	3.0%
U	197767	3.0%
S	197767	3.0%
N	193668	2.9%
v	180267	2.7%
B	180267	2.7%
d	178748	2.7%
s	178748	2.7%
h	176992	2.6%
b	26867	0.4%
z	25111	0.4%
c	22531	0.3%
g	20775	0.3%
F	19256	0.3%
f	15157	0.2%
u	8893	0.1%
y	7374	0.1%
Other values (8)	20711	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4650790	69.6%
Space Separator	1034829	15.5%
Uppercase Letter	796794	11.9%
Dash Punctuation	199523	3.0%
Open Punctuation	1756	< 0.1%
Close Punctuation	1756	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
U	197767	24.8%
S	197767	24.8%
N	193668	24.3%
B	180267	22.6%
F	19256	2.4%
P	3275	0.4%
A	1756	0.2%
R	1519	0.2%
O	1519	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	937396	20.2%
e	754786	16.2%
n	610279	13.1%
i	610042	13.1%
a	395249	8.5%
o	259505	5.6%
r	232940	5.0%
v	180267	3.9%
d	178748	3.8%
s	178748	3.8%
h	176992	3.8%
b	26867	0.6%
z	25111	0.5%
c	22531	0.5%
g	20775	0.4%
f	15157	0.3%
u	8893	0.2%
y	7374	0.2%
l	7374	0.2%
m	1756	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	199523	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1034829	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1756	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1756	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5447584	81.5%
Common	1237864	18.5%

Most frequent Latin characters

Value	Count	Frequency (%)
t	937396	17.2%
e	754786	13.9%
n	610279	11.2%
i	610042	11.2%
a	395249	7.3%
o	259505	4.8%
r	232940	4.3%
U	197767	3.6%
S	197767	3.6%
N	193668	3.6%
v	180267	3.3%
B	180267	3.3%
d	178748	3.3%
s	178748	3.3%
h	176992	3.2%
b	26867	0.5%
z	25111	0.5%
c	22531	0.4%
g	20775	0.4%
F	19256	0.4%
f	15157	0.3%
u	8893	0.2%
y	7374	0.1%
l	7374	0.1%
P	3275	0.1%
Other values (4)	6550	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	1034829	83.6%
-	199523	16.1%
(	1756	0.1%
)	1756	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6685448	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	1034829	15.5%
t	937396	14.0%
e	754786	11.3%
n	610279	9.1%
i	610042	9.1%
a	395249	5.9%
o	259505	3.9%
r	232940	3.5%
-	199523	3.0%
U	197767	3.0%
S	197767	3.0%
N	193668	2.9%
v	180267	2.7%
B	180267	2.7%
d	178748	2.7%
s	178748	2.7%
h	176992	2.6%
b	26867	0.4%
z	25111	0.4%
c	22531	0.3%
g	20775	0.3%
F	19256	0.3%
f	15157	0.2%
u	8893	0.1%
y	7374	0.1%
Other values (8)	20711	0.3%

own_business_or_self_employed
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	180672
2	16153
1	2698

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	199523	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	199523	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199523	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

fill_inc_questionnaire_for_veteran's_admin
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	197539
No	1593
Yes	391

Value	Count	Frequency (%)
Not in universe	197539	99.0%
No	1593	0.8%
Yes	391	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	15
Mean length	14.87269137
Min length	2

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	395469	13.3%
	395078	13.3%
i	395078	13.3%
n	395078	13.3%
N	199132	6.7%
o	199132	6.7%
s	197930	6.7%
t	197539	6.7%
u	197539	6.7%
v	197539	6.7%
r	197539	6.7%
Y	391	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2372843	80.0%
Space Separator	395078	13.3%
Uppercase Letter	199523	6.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	199132	99.8%
Y	391	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	395469	16.7%
i	395078	16.6%
n	395078	16.6%
o	199132	8.4%
s	197930	8.3%
t	197539	8.3%
u	197539	8.3%
v	197539	8.3%
r	197539	8.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	395078	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2572366	86.7%
Common	395078	13.3%

Most frequent Latin characters

Value	Count	Frequency (%)
e	395469	15.4%
i	395078	15.4%
n	395078	15.4%
N	199132	7.7%
o	199132	7.7%
s	197930	7.7%
t	197539	7.7%
u	197539	7.7%
v	197539	7.7%
r	197539	7.7%
Y	391	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	395078	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2967444	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	395469	13.3%
	395078	13.3%
i	395078	13.3%
n	395078	13.3%
N	199132	6.7%
o	199132	6.7%
s	197930	6.7%
t	197539	6.7%
u	197539	6.7%
v	197539	6.7%
r	197539	6.7%
Y	391	< 0.1%

veterans_benefits
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

2	150130
0	47409
1	1984

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	199523	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	199523	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199523	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

weeks_worked_in_year
Real number (ℝ_≥0)

ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.17489713
Minimum	0
Maximum	52
Zeros	95983
Zeros (%)	48.1%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	52
95-th percentile	52
Maximum	52
Range	52
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	24.41148817
Coefficient of variation (CV)	1.053359073
Kurtosis	-1.863805826
Mean	23.17489713
Median Absolute Deviation (MAD)	8
Skewness	0.2101693419
Sum	4623925
Variance	595.9207546
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95983	48.1%
52	70314	35.2%
40	2790	1.4%
50	2304	1.2%
26	2268	1.1%
48	1806	0.9%
12	1780	0.9%
30	1378	0.7%
20	1330	0.7%
8	1126	0.6%
36	1108	0.6%
16	945	0.5%
32	883	0.4%
44	845	0.4%
51	819	0.4%
24	767	0.4%
4	757	0.4%
46	708	0.4%
35	704	0.4%
10	694	0.3%
45	669	0.3%
6	646	0.3%
39	602	0.3%
42	573	0.3%
28	568	0.3%
Other values (28)	7156	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	95983	48.1%
1	464	0.2%
2	458	0.2%
3	417	0.2%
4	757	0.4%
5	309	0.2%
6	646	0.3%
7	152	0.1%
8	1126	0.6%
9	239	0.1%

Value	Count	Frequency (%)
52	70314	35.2%
51	819	0.4%
50	2304	1.2%
49	509	0.3%
48	1806	0.9%
47	278	0.1%
46	708	0.4%
45	669	0.3%
44	845	0.4%
43	374	0.2%

year
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

94	99827
95	99696

Value	Count	Frequency (%)
94	99827	50.0%
95	99696	50.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
9	199523	50.0%
4	99827	25.0%
5	99696	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	399046	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
9	199523	50.0%
4	99827	25.0%
5	99696	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	399046	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
9	199523	50.0%
4	99827	25.0%
5	99696	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399046	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
9	199523	50.0%
4	99827	25.0%
5	99696	25.0%

income
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

- 50000.	187141
50000+.	12382

Value	Count	Frequency (%)
- 50000.	187141	93.8%
50000+.	12382	6.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	8
Median length	8
Mean length	7.937941992
Min length	7

Overview of Unicode Properties

Unique unicode characters	6
Unique unicode categories	5 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	798092	50.4%
5	199523	12.6%
.	199523	12.6%
-	187141	11.8%
	187141	11.8%
+	12382	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	997615	63.0%
Other Punctuation	199523	12.6%
Dash Punctuation	187141	11.8%
Space Separator	187141	11.8%
Math Symbol	12382	0.8%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	187141	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	187141	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	798092	80.0%
5	199523	20.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	199523	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	12382	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1583802	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	798092	50.4%
5	199523	12.6%
.	199523	12.6%
-	187141	11.8%
	187141	11.8%
+	12382	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1583802	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	798092	50.4%
5	199523	12.6%
.	199523	12.6%
-	187141	11.8%
	187141	11.8%
+	12382	0.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	age	class_of_worker	detailed_industry_recode	detailed_occupation_recode	education	wage_per_hour	enroll_in_edu_inst_last_wk	marital_stat	major_industry_code	major_occupation_code	race	hispanic_origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	capital_gains	tax_filer_stat	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code-change_in_msa	migration_code-change_in_reg	migration_code-move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	num_persons_worked_for_employer	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	own_business_or_self_employed	fill_inc_questionnaire_for_veteran's_admin	veterans_benefits	weeks_worked_in_year	year	income
0	73	Not in universe	0	0	High school graduate	0	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Not in universe	Other Rel 18+ ever marr not in subfamily	Other relative of householder	1700.09	?	?	?	Not in universe under 1 year old	?	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	- 50000.
1	58	Self-employed-not incorporated	4	34	Some college but no degree	0	Not in universe	Divorced	Construction	Precision production craft & repair	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Head of household	South	Arkansas	Householder	Householder	1053.55	MSA to MSA	Same county	Same county	No	Yes	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	- 50000.
2	18	Not in universe	0	0	10th grade	0	High school	Never married	Not in universe or children	Not in universe	Asian or Pacific Islander	All other	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Not in universe	Child 18+ never marr Not in a subfamily	Child 18 or older	991.95	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Vietnam	Vietnam	Vietnam	Foreign born- Not a citizen of U S	0	Not in universe	2	0	95	- 50000.
3	9	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1758.14	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	- 50000.
4	10	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1069.16	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	- 50000.
5	48	Private	40	10	Some college but no degree	1200	Not in universe	Married-civilian spouse present	Entertainment	Professional specialty	Amer Indian Aleut or Eskimo	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	162.61	?	?	?	Not in universe under 1 year old	?	1	Not in universe	Philippines	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	95	- 50000.
6	42	Private	34	3	Bachelors degree(BA AB BS)	0	Not in universe	Married-civilian spouse present	Finance insurance and real estate	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	5178	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1535.86	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	- 50000.
7	28	Private	4	40	High school graduate	0	Not in universe	Never married	Construction	Handlers equip cleaners etc	White	All other	Female	Not in universe	Job loser - on layoff	Unemployed full-time	0	Single	Not in universe	Not in universe	Secondary individual	Nonrelative of householder	898.83	?	?	?	Not in universe under 1 year old	?	4	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	30	95	- 50000.
8	47	Local government	43	26	Some college but no degree	876	Not in universe	Married-civilian spouse present	Education	Adm support including clerical	White	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1661.53	?	?	?	Not in universe under 1 year old	?	5	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	- 50000.
9	34	Private	4	37	Some college but no degree	0	Not in universe	Married-civilian spouse present	Construction	Machine operators assmblrs & inspctrs	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1146.79	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	- 50000.

Last rows

	age	class_of_worker	detailed_industry_recode	detailed_occupation_recode	education	enroll_in_edu_inst_last_wk	marital_stat	major_industry_code	major_occupation_code	race	hispanic_origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	capital_gains	dividends_from_stocks	tax_filer_stat	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code-change_in_msa	migration_code-change_in_reg	migration_code-move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	num_persons_worked_for_employer	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	own_business_or_self_employed	fill_inc_questionnaire_for_veteran's_admin	veterans_benefits	weeks_worked_in_year	year	income
199513	57	Private	9	37	9th grade	Not in universe	Divorced	Manufacturing-durable goods	Machine operators assmblrs & inspctrs	White	Central or South American	Female	Not in universe	Not in universe	Full-time schedules	0	0	Single	Not in universe	Not in universe	Householder	Householder	743.66	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Dominican-Republic	Dominican-Republic	Dominican-Republic	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95	- 50000.
199514	51	Private	33	19	10th grade	Not in universe	Widowed	Retail trade	Sales	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	South	North Dakota	Householder	Householder	1302.34	NonMSA to nonMSA	Same county	Same county	No	Yes	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	- 50000.
199515	87	Not in universe	0	0	High school graduate	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	3255.80	?	?	?	Not in universe under 1 year old	?	0	Not in universe	?	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	- 50000.
199516	3	Not in universe	0	0	Children	Not in universe	Never married	Not in universe or children	Not in universe	Black	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	South	Utah	Child under 18 of RP of unrel subfamily	Nonrelative of householder	2733.75	MSA to MSA	Same county	Same county	No	Yes	0	Mother only present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	- 50000.
199517	39	Private	43	26	Bachelors degree(BA AB BS)	Not in universe	Never married	Education	Adm support including clerical	Other	Mexican-American	Male	No	Not in universe	Full-time schedules	6849	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	908.14	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Mexico	Mexico	Mexico	Foreign born- Not a citizen of U S	2	Not in universe	2	52	95	- 50000.
199518	87	Not in universe	0	0	7th and 8th grade	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Not in labor force	0	0	Joint both 65+	Not in universe	Not in universe	Householder	Householder	955.27	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Canada	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	- 50000.
199519	65	Self-employed-incorporated	37	2	11th grade	Not in universe	Married-civilian spouse present	Business and repair services	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	6418	9	Joint one under 65 & one 65+	Not in universe	Not in universe	Householder	Householder	687.19	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	- 50000.
199520	47	Not in universe	0	0	Some college but no degree	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	157	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1923.03	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Poland	Poland	Germany	Foreign born- U S citizen by naturalization	0	Not in universe	2	52	95	- 50000.
199521	16	Not in universe	0	0	10th grade	High school	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	4664.87	?	?	?	Not in universe under 1 year old	?	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	- 50000.
199522	32	Private	42	30	High school graduate	Not in universe	Never married	Medical except hospital	Other service	Black	All other	Female	No	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	1830.11	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	?	?	?	Foreign born- Not a citizen of U S	0	Not in universe	2	52	94	- 50000.

Most frequent

	age	class_of_worker	education	enroll_in_edu_inst_last_wk	marital_stat	major_industry_code	major_occupation_code	race	hispanic_origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	tax_filer_stat	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code-change_in_msa	migration_code-change_in_reg	migration_code-move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	fill_inc_questionnaire_for_veteran's_admin	year	income	count
559	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	2125.99	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	6
1947	11	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1131.62	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	94	- 50000.	6
104	0	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1363.88	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
358	2	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1182.42	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
590	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	966.31	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
603	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1220.24	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
627	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1803.03	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	94	- 50000.	5
881	5	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	886.02	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
1433	8	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1215.87	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5
1453	8	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1979.97	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	- 50000.	5

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks